6052079 1 Jan van Rijn 14967 Supervised Classification 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4086732 axis 0 6947 categorical_features [0, 1] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0, 1] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 39.659425844658884 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.3196348350937157 6953 decision_function_shape null 6953 degree 3 6953 gamma 7.818475789361753 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 44676 6953 shrinking true 6953 tol 0.09325627809059746 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 13027323 description https://api.openml.org/data/download/13027323/description.xml -1 13027324 predictions https://api.openml.org/data/download/13027324/predictions.arff area_under_roc_curve 0.4979108142951993 [0.497917,0.498172,0.499433,0.498573,0.496094,0.495306] average_cost 0 kappa 0 kb_relative_information_score 0.5399087321348337 mean_absolute_error 0.2728710721803506 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] predictive_accuracy 0.24320457796852646 prior_entropy 2.5206634795042744 recall 0.24320457796852646 [0,0,1,0,0,0] relative_absolute_error 0.9999673869593422 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36937131271949336 root_relative_squared_error 1.0000015566072362 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 0.05217205344236569 kb_relative_information_score 0.05217205344236569 kb_relative_information_score 0.05217205344236569 kb_relative_information_score 0.05217205344236569 kb_relative_information_score 0.04876992904030697 kb_relative_information_score 0.05147009673031664 kb_relative_information_score 0.05774512314868553 kb_relative_information_score 0.05774512314868553 kb_relative_information_score 0.05774512314868553 kb_relative_information_score 0.05774512314868553 mean_absolute_error 0.272893182281951 mean_absolute_error 0.272893182281951 mean_absolute_error 0.272893182281951 mean_absolute_error 0.272893182281951 mean_absolute_error 0.2728038596511401 mean_absolute_error 0.27286803346079097 mean_absolute_error 0.2728665085924205 mean_absolute_error 0.2728665085924205 mean_absolute_error 0.2728665085924205 mean_absolute_error 0.2728665085924205 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24285714285714285 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 predictive_accuracy 0.24372759856630824 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24285714285714285 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] recall 0.24372759856630824 [0,0,1,0,0,0] relative_absolute_error 0.9999567594797447 relative_absolute_error 0.9999567594797447 relative_absolute_error 0.9999567594797447 relative_absolute_error 0.9999567594797447 relative_absolute_error 0.9999984245043515 relative_absolute_error 0.9999689115317005 relative_absolute_error 0.9999698860136038 relative_absolute_error 0.9999698860136038 relative_absolute_error 0.9999698860136038 relative_absolute_error 0.9999698860136038 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.3694050012340294 root_mean_squared_error 0.3694050012340294 root_mean_squared_error 0.3694050012340294 root_mean_squared_error 0.3694050012340294 root_mean_squared_error 0.3692689391092924 root_mean_squared_error 0.3693666809913043 root_mean_squared_error 0.36936434550093916 root_mean_squared_error 0.36936434550093916 root_mean_squared_error 0.36936434550093916 root_mean_squared_error 0.36936434550093916 root_relative_squared_error 1.0000011058862914 root_relative_squared_error 1.0000011058862914 root_relative_squared_error 1.0000011058862914 root_relative_squared_error 1.0000011058862914 root_relative_squared_error 1.000001795458754 root_relative_squared_error 1.0000016783877377 root_relative_squared_error 1.00000191859322 root_relative_squared_error 1.00000191859322 root_relative_squared_error 1.00000191859322 root_relative_squared_error 1.00000191859322 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 3689.084096 usercpu_time_millis 3527.830835000001 usercpu_time_millis 3481.363710000002 usercpu_time_millis 3645.811507999998 usercpu_time_millis 3525.087226999997 usercpu_time_millis 3484.754162999998 usercpu_time_millis 3477.173217000004 usercpu_time_millis 3485.4362049999995 usercpu_time_millis 3473.807839000003 usercpu_time_millis 3495.154941000003 usercpu_time_millis_testing 104.44488299999932 usercpu_time_millis_testing 105.77855700000072 usercpu_time_millis_testing 104.10092600000098 usercpu_time_millis_testing 106.01403399999754 usercpu_time_millis_testing 104.2631849999971 usercpu_time_millis_testing 108.17442599999794 usercpu_time_millis_testing 103.57657600000181 usercpu_time_millis_testing 105.80701199999965 usercpu_time_millis_testing 103.19636800000609 usercpu_time_millis_testing 103.37905600000141 usercpu_time_millis_training 3584.639213000001 usercpu_time_millis_training 3422.0522780000006 usercpu_time_millis_training 3377.262784000001 usercpu_time_millis_training 3539.7974740000004 usercpu_time_millis_training 3420.8240419999997 usercpu_time_millis_training 3376.579737 usercpu_time_millis_training 3373.5966410000024 usercpu_time_millis_training 3379.6291929999998 usercpu_time_millis_training 3370.6114709999965 usercpu_time_millis_training 3391.7758850000014