8737706 1 Jan van Rijn 14967 Supervised Classification 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6714428 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "mean" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [0, 1] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 31.638573894405557 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.9006669647532215 7708 decision_function_shape null 7708 degree 5 7708 gamma 0.018981364232749875 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 23077 7708 shrinking true 7708 tol 3.8995831869371884e-05 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. study_71 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 18391972 description https://api.openml.org/data/download/18391972/description.xml -1 18391973 predictions https://api.openml.org/data/download/18391973/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 0.5399082872935562 mean_absolute_error 0.27287107224130597 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 0.9999673871827202 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36937131272447493 root_relative_squared_error 1.000001556620723 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 0.05217236128670314 kb_relative_information_score 0.05217236128670314 kb_relative_information_score 0.05217236128670314 kb_relative_information_score 0.05217236128670314 kb_relative_information_score 0.04877028042196588 kb_relative_information_score 0.05147035586383972 kb_relative_information_score 0.057744551465234314 kb_relative_information_score 0.057744551465234314 kb_relative_information_score 0.057744551465234314 kb_relative_information_score 0.057744551465234314 mean_absolute_error 0.2728931822793261 mean_absolute_error 0.2728931822793261 mean_absolute_error 0.2728931822793261 mean_absolute_error 0.2728931822793261 mean_absolute_error 0.27280385965595944 mean_absolute_error 0.27286803344406135 mean_absolute_error 0.2728665087507586 mean_absolute_error 0.2728665087507586 mean_absolute_error 0.2728665087507586 mean_absolute_error 0.2728665087507586 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 0.9999567594701264 relative_absolute_error 0.9999567594701264 relative_absolute_error 0.9999567594701264 relative_absolute_error 0.9999567594701264 relative_absolute_error 0.9999984245220175 relative_absolute_error 0.999968911470392 relative_absolute_error 0.999969886593863 relative_absolute_error 0.999969886593863 relative_absolute_error 0.999969886593863 relative_absolute_error 0.999969886593863 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 0.36940500123932546 root_mean_squared_error 0.36940500123932546 root_mean_squared_error 0.36940500123932546 root_mean_squared_error 0.36940500123932546 root_mean_squared_error 0.36926893911343395 root_mean_squared_error 0.3693666809957827 root_mean_squared_error 0.369364345505926 root_mean_squared_error 0.369364345505926 root_mean_squared_error 0.369364345505926 root_mean_squared_error 0.369364345505926 root_relative_squared_error 1.000001105900628 root_relative_squared_error 1.000001105900628 root_relative_squared_error 1.000001105900628 root_relative_squared_error 1.000001105900628 root_relative_squared_error 1.0000017954699694 root_relative_squared_error 1.0000016783998624 root_relative_squared_error 1.0000019186067215 root_relative_squared_error 1.0000019186067215 root_relative_squared_error 1.0000019186067215 root_relative_squared_error 1.0000019186067215 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 3427.604370001063 usercpu_time_millis 3232.299144998251 usercpu_time_millis 3233.5952289977286 usercpu_time_millis 3473.642267003015 usercpu_time_millis 3234.9653279998165 usercpu_time_millis 3600.336919997062 usercpu_time_millis 3302.343198996823 usercpu_time_millis 3313.050333996216 usercpu_time_millis 3379.1572880036256 usercpu_time_millis 3230.0414069977705 usercpu_time_millis_testing 96.75097400031518 usercpu_time_millis_testing 96.98902499803808 usercpu_time_millis_testing 97.81980299885618 usercpu_time_millis_testing 96.15856000164058 usercpu_time_millis_testing 97.41901400047936 usercpu_time_millis_testing 132.63387999904808 usercpu_time_millis_testing 95.5701559978479 usercpu_time_millis_testing 95.77740299937432 usercpu_time_millis_testing 95.67677400264074 usercpu_time_millis_testing 96.53862299819593 usercpu_time_millis_training 3330.853396000748 usercpu_time_millis_training 3135.310120000213 usercpu_time_millis_training 3135.7754259988724 usercpu_time_millis_training 3377.4837070013746 usercpu_time_millis_training 3137.546313999337 usercpu_time_millis_training 3467.703039998014 usercpu_time_millis_training 3206.773042998975 usercpu_time_millis_training 3217.2729309968418 usercpu_time_millis_training 3283.480514000985 usercpu_time_millis_training 3133.5027839995746