,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv,cv
,Data_file,Fold 1,Fold 2,Fold 3,Fold 4,Method,RMSEC,RMSECV,alpha,alphas,copy_X,fit_intercept,l1_ratio,max_iter,n_components,normalize,positive,precompute,scale,selection,tol,ycol,ymax,ymin
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,1e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,1.5922827933410873e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,2.5353644939701167e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,4.03701725859655e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,6.428073117284345e-20,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,1.0235310218990268e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,1.6297508346206402e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09123195477262197,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.10297523539326515,,2.5950242113997427e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09119617855199653,0.10345837826947822,0.11153505983711981,0.10491041459819096,Elastic Net,0.10251986431964984,0.1029668137915007,,4.1320124001153346e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09082125215970618,0.10290826329089427,0.11103794742389267,0.10484350464919677,Elastic Net,0.10198382782981355,0.1025866997891748,,6.579332246575655e-19,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09055470368799194,0.1021956728887222,0.11032953097538288,0.10349685815280643,Elastic Net,0.10120096097288712,0.10183566020571806,,1.0476157527896661e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09025575254871707,0.10160215781104932,0.10958784960814656,0.10204164681171671,Elastic Net,0.10038633896460274,0.10107230690515613,,1.6681005372000558e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08962916025924972,0.10063958060504505,0.10874361708654519,0.09994776158388714,Elastic Net,0.09892987501801954,0.09996828618862354,,2.6560877829466947e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08867882106278561,0.0982538474425295,0.10792099287947013,0.09731315421781142,Elastic Net,0.09691811884266624,0.09833180426705844,,4.229242874389499e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08778730744153153,0.09478406888277996,0.10708610112626614,0.09418252347384584,Elastic Net,0.09471194024399553,0.09634592530999946,,6.734150657750801e-18,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08702356026303547,0.09118604503291043,0.10646922617857855,0.09091083126765928,Elastic Net,0.09250874357847286,0.09441298204787343,,1.0722672220103254e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08648471286402964,0.08787668951445872,0.10622762268446098,0.08775951230739278,Elastic Net,0.09047667805493695,0.09276429548872119,,1.7073526474706886e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.0862487038889019,0.08512015709749837,0.10612065840398492,0.08519903075840472,Elastic Net,0.0887994720349801,0.09150598415052764,,2.718588242732929e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08619645537108521,0.0829808751451467,0.10605035395404118,0.08337265780341573,Elastic Net,0.08738022052519098,0.09061334926852142,,4.328761281083062e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08608960650852142,0.08135227191722616,0.10588530658539613,0.08239635805569634,Elastic Net,0.08600239985197351,0.08997543177678678,,6.892612104349681e-17,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08563248514815736,0.07986026665460405,0.10547830287657224,0.08195699127862799,Elastic Net,0.08442654859334535,0.08931751206296766,,1.097498765493059e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08465292083950525,0.07829638657847718,0.10471304603592015,0.0816440999087927,Elastic Net,0.08241528258469243,0.08842697911660762,,1.7475284000076829e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08308134651271881,0.0765454829587758,0.1034315305056137,0.08112137567516206,Elastic Net,0.07980053009882057,0.08714136344107375,,2.782559402207126e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08086438393434289,0.0746503263991665,0.1012530419450124,0.08015297380742345,Elastic Net,0.07649830554491072,0.08528562543984192,,4.4306214575838864e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07814351297169217,0.07279530292938302,0.0982168236452205,0.07846443497713847,Elastic Net,0.07257126935201165,0.0828876164412591,,7.054802310718631e-16,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07538423308309851,0.07123642217552381,0.09427760818840544,0.07610484088835283,Elastic Net,0.06819842254782095,0.08011509424783766,,1.1233240329780266e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07282154304674236,0.07040635230673616,0.08965079341940725,0.07330679650549023,Elastic Net,0.06361763400298959,0.07724579371087506,,1.788649529057435e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07059087035811211,0.07051314314782216,0.08486886454598117,0.07027046259041099,Elastic Net,0.059070302063279394,0.07458870165593491,,2.8480358684357933e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06887285224879548,0.07123534774571565,0.08035170406378943,0.06716724929059088,Elastic Net,0.054852421118470905,0.07230526794618337,,4.534878508128591e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06775517485702101,0.0719186228578589,0.07654961511545522,0.0643248544629829,Elastic Net,0.051154559397784405,0.07047435689175442,,7.220809018385457e-15,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06705237420398596,0.0725945800992839,0.07334341802609422,0.062012074119185294,Elastic Net,0.04804059167237902,0.06906594180325674,,1.1497569953977357e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06699017839591609,0.07312754923455712,0.07101775278968726,0.06033205203654125,Elastic Net,0.04553523243952161,0.0681917937800069,,1.8307382802953698e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06766714698699543,0.07360476754400418,0.06983857448518664,0.05942702757123666,Elastic Net,0.04354756559223435,0.06798635205058165,,2.9150530628251696e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.06910639885836177,0.07409221439651718,0.06992588655648324,0.05919548760425138,Elastic Net,0.041974816487919536,0.0684744851484026,,4.6415888336127915e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07155958999789139,0.07464820212910483,0.07144491007156187,0.05957408367374633,Elastic Net,0.040687713161139304,0.06977037935402594,,7.390722033525775e-14,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.0748572126006537,0.07552756720212996,0.07416997744672088,0.06044350851498403,Elastic Net,0.039598014096854886,0.07181677941279262,,1.176811952434999e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.07870405946969741,0.07685094533932649,0.07765829735928094,0.0616004080034116,Elastic Net,0.03862831840721209,0.0744085368912154,,1.8738174228603867e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08291506932043678,0.07871128434941282,0.0805495247519359,0.06290709562786255,Elastic Net,0.037726737886484465,0.07711110030048127,,2.9836472402833345e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.08749966329341112,0.08121264166636204,0.08131824526722463,0.06426230370284643,Elastic Net,0.0368543201417723,0.07951167485603951,,4.750810162102794e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.09217965865339599,0.08430267638975311,0.07982956608103038,0.06550435366090397,Elastic Net,0.0359869340056951,0.0814908150511081,,7.564633275546291e-13,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.0968780879237742,0.08802034643284469,0.07698344414530742,0.06659918282945741,Elastic Net,0.03513381847881612,0.0833310248983072,,1.2045035402587836e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1015382810830551,0.09254001687070655,0.07602084959119461,0.06751294960400439,Elastic Net,0.03430989910917394,0.08587223260739581,,1.917910261672485e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.10619298728000483,0.09843177297798103,0.07977477278183946,0.06829515498812166,Elastic Net,0.03353399073853118,0.08989659195417106,,3.0538555088334124e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11050712064914463,0.10636322249696718,0.08858616631142613,0.069004327519615,Elastic Net,0.03281798836817693,0.09559387294609094,,4.8626015800653536e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11439218869965447,0.11721774044479663,0.1016110818059247,0.06964124060067726,Elastic Net,0.03215748730852733,0.10312550849789062,,7.742636826811278e-12,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.11811943452254406,0.13057183677109713,0.11496190574771127,0.07039856708468256,Elastic Net,0.0315442051018907,0.11160662796650318,,1.2328467394420634e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12176384385745846,0.14805894268294245,0.12894958032069911,0.07125102483240084,Elastic Net,0.030972702358699516,0.12164197541332879,,1.9630406500402685e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1250819725096503,0.16695287420215185,0.1420488211079005,0.07229543212372408,Elastic Net,0.030437932896780727,0.1320051593385391,,3.125715849688235e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1280588042243853,0.18787213458531302,0.15401693913081568,0.07356503517298653,Elastic Net,0.02994068625734793,0.14281360250026665,,4.977023564332114e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13121964805076827,0.2092674686919519,0.16499945183605308,0.0749445725519138,Elastic Net,0.029486283394429276,0.15373751394597324,,7.924828983539185e-11,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1335472281283546,0.23063764642424436,0.1755096356196617,0.07641742850495384,Elastic Net,0.02907524439537588,0.16450468452094738,,1.2618568830660183e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.1344698559795943,0.25199932332400926,0.18588681011070732,0.07792082948014516,Elastic Net,0.02871036972208241,0.17508947516788786,,2.0092330025650458e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13438804100785776,0.2708551926277701,0.19653817058614426,0.07936513157725542,Elastic Net,0.028391492044566945,0.1848142923615944,,3.1992671377973845e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.133817313536509,0.2884867562354337,0.2064308756276947,0.08068276023636312,Elastic Net,0.02811789738420056,0.19389516216400426,,5.094138014816385e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.13196539710435734,0.30331117837595484,0.21560430225047073,0.08187000087844931,Elastic Net,0.027886855611589073,0.20161384625172893,,8.111308307896856e-10,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12952475044743922,0.31689745452214485,0.22339886516471766,0.08295422663896394,Elastic Net,0.027693758737943736,0.2084598912955285,,1.2915496650148826e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12720731812177152,0.3273075712965778,0.2297877794377872,0.08389163755086279,Elastic Net,0.027534625300923498,0.21381278924730784,,2.0565123083486515e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
0,MnO_norm3_good-data_PA_adjusted_train_predict.csv,0.12479844131037798,0.335404715541272,0.23595146992491844,0.08464982396705668,Elastic Net,0.027401192498521177,0.21826227598876527,,3.2745491628777316e-09,True,True,0.1,1000.0,,,False,True,,random,0.0001,MnO,1.0,0.0
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