7920829 3886 Benjamin Strang 3889 Supervised Classification 7122 sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1) 5952510 memory null 7122 axis 0 7123 copy true 7123 missing_values "NaN" 7123 strategy "mean" 7123 verbose 0 7123 class_weight null 7124 criterion "gini" 7124 max_depth null 7124 max_features null 7124 max_leaf_nodes null 7124 min_impurity_decrease 0.0 7124 min_impurity_split null 7124 min_samples_leaf 1 7124 min_samples_split 2 7124 min_weight_fraction_leaf 0.0 7124 presort false 7124 random_state 37814 7124 splitter "best" 7124 openml-python Sklearn_0.19.0. 1036 sylva_agnostic https://www.openml.org/data/download/53919/sylva_agnostic.arff -1 16764701 description https://api.openml.org/data/download/16764701/description.xml -1 16764702 predictions https://api.openml.org/data/download/16764702/predictions.arff area_under_roc_curve 0.9572673898364222 [0.957267,0.957267] average_cost 0 f_measure 0.9900686127577156 [0.994707,0.919346] kappa 0.9140527797855006 kb_relative_information_score 12622.931480995032 mean_absolute_error 0.009934004862799583 mean_prior_absolute_error 0.115575113423195 number_of_instances 14395 [13509,886] precision 0.990071268936925 [0.994744,0.918828] predictive_accuracy 0.9900659951372005 prior_entropy 0.333803365439968 recall 0.9900659951372004 [0.99467,0.919865] relative_absolute_error 0.08595280219561445 root_mean_prior_squared_error 0.2403348808976432 root_mean_squared_error 0.09966947809033407 root_relative_squared_error 0.4147108306462703 total_cost 0 area_under_roc_curve 0.9637014612563312 [0.963701,0.963701] area_under_roc_curve 0.974937416312511 [0.974937,0.974937] area_under_roc_curve 0.918017448581575 [0.918017,0.918017] area_under_roc_curve 0.9509851213000774 [0.950985,0.950985] area_under_roc_curve 0.9644416537063681 [0.964442,0.964442] area_under_roc_curve 0.9697404279658166 [0.96974,0.96974] area_under_roc_curve 0.939480855931633 [0.939481,0.939481] area_under_roc_curve 0.9526949734203619 [0.952695,0.952695] area_under_roc_curve 0.9633184173339613 [0.963318,0.963318] area_under_roc_curve 0.9753058676654184 [0.975306,0.975306] 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 f_measure 0.990995768286845 [0.995187,0.927374] f_measure 0.9924201714206042 [0.995924,0.939227] f_measure 0.9838117161696205 [0.991504,0.867052] f_measure 0.9869075688174075 [0.99296,0.895028] f_measure 0.9923409453679493 [0.99593,0.937853] f_measure 0.9930507296733843 [0.996299,0.943182] f_measure 0.9861014593467686 [0.992598,0.886364] f_measure 0.990892628290099 [0.995194,0.924855] f_measure 0.9909897961415821 [0.995187,0.926554] f_measure 0.9930867610189951 [0.996294,0.944444] kappa 0.9225614296351454 kappa 0.935152130481774 kappa 0.8585630829148299 kappa 0.8879900435594279 kappa 0.9337836933984351 kappa 0.9394808559316328 kappa 0.8789617118632667 kappa 0.9200511139507748 kappa 0.9217408038018897 kappa 0.9407384833334703 kb_relative_information_score 1283.1545623332154 kb_relative_information_score 1307.7944028749062 kb_relative_information_score 1159.9553596247526 kb_relative_information_score 1209.2350407081342 kb_relative_information_score 1307.7944028749073 kb_relative_information_score 1308.0692369650421 kb_relative_information_score 1184.870034256577 kb_relative_information_score 1271.1094761525032 kb_relative_information_score 1271.1094761525014 kb_relative_information_score 1319.8394890556206 mean_absolute_error 0.009027777777777777 mean_absolute_error 0.007638888888888889 mean_absolute_error 0.01597222222222222 mean_absolute_error 0.013194444444444444 mean_absolute_error 0.007638888888888889 mean_absolute_error 0.006949270326615705 mean_absolute_error 0.01389854065323141 mean_absolute_error 0.009034051424600417 mean_absolute_error 0.009034051424600417 mean_absolute_error 0.006949270326615705 mean_prior_absolute_error 0.11579992552460776 mean_prior_absolute_error 0.11579992552460776 mean_prior_absolute_error 0.11579992552460776 mean_prior_absolute_error 0.11579992552460776 mean_prior_absolute_error 0.11579992552460776 mean_prior_absolute_error 0.11522828548511889 mean_prior_absolute_error 0.11522828548511889 mean_prior_absolute_error 0.11522828548511889 mean_prior_absolute_error 0.11522828548511889 mean_prior_absolute_error 0.11583758352868954 number_of_instances 1440 [1351,89] number_of_instances 1440 [1351,89] number_of_instances 1440 [1351,89] number_of_instances 1440 [1351,89] number_of_instances 1440 [1351,89] number_of_instances 1439 [1351,88] number_of_instances 1439 [1351,88] number_of_instances 1439 [1351,88] number_of_instances 1439 [1351,88] number_of_instances 1439 [1350,89] precision 0.9910231481481481 [0.995556,0.922222] precision 0.992513443605843 [0.997033,0.923913] precision 0.9836916028702534 [0.989676,0.892857] precision 0.9870422857624106 [0.994065,0.880435] precision 0.9923247358944475 [0.995562,0.943182] precision 0.9930507296733843 [0.996299,0.943182] precision 0.9861014593467686 [0.992598,0.886364] precision 0.990855632154453 [0.994092,0.941176] precision 0.991017517193154 [0.995556,0.921348] precision 0.9931382442069264 [0.997033,0.934066] predictive_accuracy 0.9909722222222223 predictive_accuracy 0.9923611111111111 predictive_accuracy 0.9840277777777777 predictive_accuracy 0.9868055555555556 predictive_accuracy 0.9923611111111111 predictive_accuracy 0.9930507296733844 predictive_accuracy 0.9861014593467686 predictive_accuracy 0.9909659485753995 predictive_accuracy 0.9909659485753995 predictive_accuracy 0.9930507296733844 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 prior_entropy 0.333803365439968 recall 0.9909722222222223 [0.994819,0.932584] recall 0.9923611111111111 [0.994819,0.955056] recall 0.9840277777777777 [0.993338,0.842697] recall 0.9868055555555556 [0.991858,0.910112] recall 0.9923611111111111 [0.996299,0.932584] recall 0.9930507296733843 [0.996299,0.943182] recall 0.9861014593467686 [0.992598,0.886364] recall 0.9909659485753995 [0.996299,0.909091] recall 0.9909659485753995 [0.994819,0.931818] recall 0.9930507296733843 [0.995556,0.955056] relative_absolute_error 0.07796013457590137 relative_absolute_error 0.06596626771807039 relative_absolute_error 0.13792946886505628 relative_absolute_error 0.11394173514939432 relative_absolute_error 0.06596626771807039 relative_absolute_error 0.06030871931625821 relative_absolute_error 0.12061743863251642 relative_absolute_error 0.07840133511113567 relative_absolute_error 0.07840133511113567 relative_absolute_error 0.05999149943329555 root_mean_prior_squared_error 0.24080213262646846 root_mean_prior_squared_error 0.24080213262646846 root_mean_prior_squared_error 0.24080213262646846 root_mean_prior_squared_error 0.24080213262646846 root_mean_prior_squared_error 0.24080213262646846 root_mean_prior_squared_error 0.23961224308863355 root_mean_prior_squared_error 0.23961224308863355 root_mean_prior_squared_error 0.23961224308863355 root_mean_prior_squared_error 0.23961224308863355 root_mean_prior_squared_error 0.24088031277283145 root_mean_squared_error 0.09501461875826149 root_mean_squared_error 0.08740073734751262 root_mean_squared_error 0.12638125740085918 root_mean_squared_error 0.11486707293408518 root_mean_squared_error 0.08740073734751262 root_mean_squared_error 0.08336228359765407 root_mean_squared_error 0.1178920720541946 root_mean_squared_error 0.09504762713819014 root_mean_squared_error 0.09504762713819014 root_mean_squared_error 0.08336228359765407 root_relative_squared_error 0.39457548702713474 root_relative_squared_error 0.3629566582082077 root_relative_squared_error 0.5248344606519803 root_relative_squared_error 0.4770185034543138 root_relative_squared_error 0.3629566582082077 root_relative_squared_error 0.34790494226464885 root_relative_squared_error 0.49201188776729504 root_relative_squared_error 0.3966726654406872 root_relative_squared_error 0.3966726654406872 root_relative_squared_error 0.34607346128893096 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 1062.5 usercpu_time_millis 968.75 usercpu_time_millis 1062.5 usercpu_time_millis 1062.5 usercpu_time_millis 1046.875 usercpu_time_millis 1187.5 usercpu_time_millis 1062.5 usercpu_time_millis 1046.875 usercpu_time_millis 1125 usercpu_time_millis 1000 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_training 1062.5 usercpu_time_millis_training 953.125 usercpu_time_millis_training 1046.875 usercpu_time_millis_training 1046.875 usercpu_time_millis_training 1031.25 usercpu_time_millis_training 1171.875 usercpu_time_millis_training 1046.875 usercpu_time_millis_training 1046.875 usercpu_time_millis_training 1109.375 usercpu_time_millis_training 1000