8872521 4972 Mathyn Scheerder 167132 Supervised Classification area_under_roc_curve 7684 sklearn.ensemble.forest.RandomForestClassifier(32) 6833372 bootstrap true 7684 class_weight null 7684 criterion "gini" 7684 max_depth null 7684 max_features "auto" 7684 max_leaf_nodes null 7684 min_impurity_decrease 0.0 7684 min_impurity_split null 7684 min_samples_leaf 1 7684 min_samples_split 2 7684 min_weight_fraction_leaf 0.0 7684 n_estimators 10 7684 n_jobs 1 7684 oob_score false 7684 random_state 39904 7684 verbose 0 7684 warm_start false 7684 openml-python Sklearn_0.19.1. 40910 Speech https://www.openml.org/data/download/16787473/phpznF975 -1 18660854 description https://api.openml.org/data/download/18660854/description.xml -1 18660855 predictions https://api.openml.org/data/download/18660855/predictions.arff area_under_roc_curve 0.5406693046919163 [0.540669,0.540669] average_cost 0 kappa 0 kb_relative_information_score -13790.741274313967 mean_absolute_error 0.0373033098209438 mean_prior_absolute_error 0.03280396128636082 number_of_instances 3686 [3625,61] predictive_accuracy 0.9834508952794357 prior_entropy 0.1231413868023578 recall 0.9834508952794357 [1,0] relative_absolute_error 1.1371586954180963 root_mean_prior_squared_error 0.1275746863186314 root_mean_squared_error 0.13599376003047797 root_relative_squared_error 1.0659932934565015 total_cost 0 area_under_roc_curve 0.6641414141414143 [0.664141,0.664141] area_under_roc_curve 0.48163452708907256 [0.481635,0.481635] area_under_roc_curve 0.5720844811753902 [0.572084,0.572084] area_under_roc_curve 0.5052800734618916 [0.50528,0.50528] area_under_roc_curve 0.6535812672176309 [0.653581,0.653581] area_under_roc_curve 0.4171270718232044 [0.417127,0.417127] area_under_roc_curve 0.7493093922651933 [0.749309,0.749309] area_under_roc_curve 0.4074585635359116 [0.407459,0.407459] area_under_roc_curve 0.5688305709023941 [0.568831,0.568831] area_under_roc_curve 0.4116022099447514 [0.411602,0.411602] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -1395.4451151998958 kb_relative_information_score -1525.2535552725822 kb_relative_information_score -1353.2666351084151 kb_relative_information_score -1153.865395632901 kb_relative_information_score -1327.3296482462583 kb_relative_information_score -1285.5484307050924 kb_relative_information_score -1275.751720366083 kb_relative_information_score -1473.5782128234255 kb_relative_information_score -1668.2291200515042 kb_relative_information_score -1332.4734409068135 mean_absolute_error 0.03685636856368562 mean_absolute_error 0.03902439024390241 mean_absolute_error 0.036314363143631415 mean_absolute_error 0.03387533875338752 mean_absolute_error 0.036314363143631415 mean_absolute_error 0.03848238482384823 mean_absolute_error 0.03614130434782607 mean_absolute_error 0.03913043478260867 mean_absolute_error 0.04130434782608694 mean_absolute_error 0.035597826086956504 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03252473414105067 mean_prior_absolute_error 0.03514364319348176 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 mean_prior_absolute_error 0.032567433745166394 number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [363,6] number_of_instances 369 [362,7] number_of_instances 368 [362,6] number_of_instances 368 [362,6] number_of_instances 368 [362,6] number_of_instances 368 [362,6] predictive_accuracy 0.983739837398374 predictive_accuracy 0.983739837398374 predictive_accuracy 0.983739837398374 predictive_accuracy 0.983739837398374 predictive_accuracy 0.983739837398374 predictive_accuracy 0.981029810298103 predictive_accuracy 0.983695652173913 predictive_accuracy 0.983695652173913 predictive_accuracy 0.983695652173913 predictive_accuracy 0.983695652173913 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 prior_entropy 0.1231413868023578 recall 0.983739837398374 [1,0] recall 0.983739837398374 [1,0] recall 0.983739837398374 [1,0] recall 0.983739837398374 [1,0] recall 0.983739837398374 [1,0] recall 0.981029810298103 [1,0] recall 0.9836956521739131 [1,0] recall 0.9836956521739131 [1,0] recall 0.9836956521739131 [1,0] recall 0.9836956521739131 [1,0] relative_absolute_error 1.1331797026795012 relative_absolute_error 1.1998373322488833 relative_absolute_error 1.1165152952871553 relative_absolute_error 1.0415254620216003 relative_absolute_error 1.1165152952871553 relative_absolute_error 1.0950027181867619 relative_absolute_error 1.1097375565610879 relative_absolute_error 1.201520361990952 relative_absolute_error 1.2682714932126717 relative_absolute_error 1.093049773755658 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.12647558437892353 root_mean_prior_squared_error 0.1364367344098403 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_prior_squared_error 0.12664427759715768 root_mean_squared_error 0.1308715831405456 root_mean_squared_error 0.13733822708148732 root_mean_squared_error 0.13394170151149357 root_mean_squared_error 0.13484910768269262 root_mean_squared_error 0.13251783128981587 root_mean_squared_error 0.14724203476646205 root_mean_squared_error 0.13011282729264997 root_mean_squared_error 0.14006985834715227 root_mean_squared_error 0.1355343691370986 root_mean_squared_error 0.13663263980787888 root_relative_squared_error 1.0347576868943458 root_relative_squared_error 1.0858872703052243 root_relative_squared_error 1.0590320825101025 root_relative_squared_error 1.0662066385768327 root_relative_squared_error 1.047774018523525 root_relative_squared_error 1.0791964158579455 root_relative_squared_error 1.0273881280804915 root_relative_squared_error 1.106010164886407 root_relative_squared_error 1.070197340998062 root_relative_squared_error 1.0788694317677199 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 517.1270449999952 usercpu_time_millis 669.1464270000047 usercpu_time_millis 635.8254829999978 usercpu_time_millis 659.608549999998 usercpu_time_millis 738.518635000002 usercpu_time_millis 565.3549880000028 usercpu_time_millis 648.1600269999994 usercpu_time_millis 649.5822689999997 usercpu_time_millis 691.5874439999996 usercpu_time_millis 694.8395479999974 usercpu_time_millis_testing 1.8408099999973615 usercpu_time_millis_testing 2.626422000002293 usercpu_time_millis_testing 2.1205279999989557 usercpu_time_millis_testing 2.1066849999975545 usercpu_time_millis_testing 2.4496740000010675 usercpu_time_millis_testing 2.052045000002778 usercpu_time_millis_testing 2.152187000000083 usercpu_time_millis_testing 2.4509590000008075 usercpu_time_millis_testing 2.326261000000329 usercpu_time_millis_testing 2.361626999999089 usercpu_time_millis_training 515.2862349999978 usercpu_time_millis_training 666.5200050000024 usercpu_time_millis_training 633.7049549999989 usercpu_time_millis_training 657.5018650000004 usercpu_time_millis_training 736.0689610000009 usercpu_time_millis_training 563.302943 usercpu_time_millis_training 646.0078399999993 usercpu_time_millis_training 647.1313099999988 usercpu_time_millis_training 689.2611829999993 usercpu_time_millis_training 692.4779209999983