=== Run information === Scheme: weka.associations.Apriori -N 100000000 -T 0 -C 0.01 -D 0.05 -U 1.0 -M 0.01 -S -1.0 -c -1 Relation: BaseSIVEPConf2-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.StringToNominal-R5-6-weka.filters.unsupervised.attribute.MergeManyValues-C3-LSIM-R1-weka.filters.unsupervised.attribute.MergeManyValues-C3-LNAO-R1-weka.filters.unsupervised.attribute.MergeManyValues-C4-LSIM-R1-weka.filters.unsupervised.attribute.MergeManyValues-C4-LNAO-R1-weka.filters.unsupervised.attribute.MergeManyValues-C3-LOUTROS-R3-weka.filters.unsupervised.attribute.Remove-R1-2,4,6 Instances: 8171 Attributes: 2 CLASSI_FIN DI_1_2_DOSE === Associator model (full training set) === Apriori ======= Minimum support: 0.01 (106 instances) Minimum metric : 0.01 Number of cycles performed: 20 Generated sets of large itemsets: Size of set of large itemsets L(1): 8 Size of set of large itemsets L(2): 6 Best rules found: 1. DI_1_2_DOSE=100 > 168 ==> CLASSI_FIN=OUTROS 124 lift:(1.62) lev:(0) [47] conv:(2.03) 2. DI_1_2_DOSE=100 453 ==> CLASSI_FIN=OUTROS 295 lift:(1.43) lev:(0.01) [88] conv:(1.55) 3. DI_1_2_DOSE=28 384 ==> CLASSI_FIN=OUTROS 243 lift:(1.39) lev:(0.01) [67] conv:(1.47) 4. DI_1_2_DOSE=42 227 ==> CLASSI_FIN=OUTROS 140 lift:(1.35) lev:(0) [36] conv:(1.4) 5. DI_1_2_DOSE=28 384 ==> CLASSI_FIN=SIM 127 lift:(0.65) lev:(-0.01) [-68] conv:(0.73) 6. DI_1_2_DOSE=100 453 ==> CLASSI_FIN=SIM 148 lift:(0.64) lev:(-0.01) [-82] conv:(0.73) 7. CLASSI_FIN=OUTROS 4860 ==> DI_1_2_DOSE=100 295 lift:(1.43) lev:(0.01) [88] conv:(1.02) 8. CLASSI_FIN=OUTROS 4860 ==> DI_1_2_DOSE=28 243 lift:(1.39) lev:(0.01) [67] conv:(1.01) 9. CLASSI_FIN=OUTROS 4860 ==> DI_1_2_DOSE=42 140 lift:(1.35) lev:(0) [36] conv:(1.01) 10. CLASSI_FIN=SIM 5419 ==> DI_1_2_DOSE=100 148 lift:(0.64) lev:(-0.01) [-82] conv:(0.98) 11. CLASSI_FIN=OUTROS 4860 ==> DI_1_2_DOSE=100 > 124 lift:(1.62) lev:(0) [47] conv:(1.01) 12. CLASSI_FIN=SIM 5419 ==> DI_1_2_DOSE=28 127 lift:(0.65) lev:(-0.01) [-68] conv:(0.99)