8977607 1 Jan van Rijn 14967 Supervised Classification 8330 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)(2) 6913188 axis 0 7104 categorical_features [0, 1] 7104 copy true 7104 fill_empty 0 7104 missing_values "NaN" 7104 strategy "median" 7104 strategy_nominal "most_frequent" 7104 verbose 0 7104 categorical_features [0, 1] 7105 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7105 handle_unknown "ignore" 7105 n_values "auto" 7105 sparse true 7105 threshold 0.0 7106 C 9490.580719891772 7107 cache_size 200 7107 class_weight null 7107 coef0 0.48887028128348753 7107 decision_function_shape null 7107 degree 5 7107 gamma 1.247637122663714 7107 kernel "poly" 7107 max_iter -1 7107 probability true 7107 random_state 18299 7107 shrinking false 7107 tol 8.756110045495529e-05 7107 verbose false 7107 copy true 7713 with_mean false 7713 with_std true 7713 openml-pimp openml-python Sklearn_0.18.1. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 18870287 description https://api.openml.org/data/download/18870287/description.xml -1 18870288 predictions https://api.openml.org/data/download/18870288/predictions.arff area_under_roc_curve 0.9995591273513832 [0.999998,0.997044,1,0.999562,1,1] average_cost 0 f_measure 0.9985692631225378 [0.999133,0.997059,1,0.997062,1,0.996364] kappa 0.9982524003322065 kb_relative_information_score 2731.3694543569954 mean_absolute_error 0.012500032662764499 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 0.9985744867924043 [0.998267,1,1,0.998039,1,0.992754] predictive_accuracy 0.9985693848354792 prior_entropy 2.5206634795042744 recall 0.9985693848354793 [1,0.994135,1,0.996086,1,1] relative_absolute_error 0.04580780549148713 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.028598698407938022 root_relative_squared_error 0.07742545763589731 total_cost 0 area_under_roc_curve 0.9999709639953542 [1,0.999761,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 0.9956140350877194 [1,0.970588,1,0.995614,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] 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 0.9964171814918082 [0.991453,0.985075,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 0.9964189257792668 [1,0.985075,1,0.990476,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 0.9964306108030158 [1,1,1,0.990099,1,0.981818] f_measure 0.9964306108030158 [1,1,1,0.990099,1,0.981818] kappa 0.9956363182994109 kappa 1 kappa 1 kappa 1 kappa 0.9956334601709188 kappa 1 kappa 1 kappa 1 kappa 0.9956229801386841 kappa 0.9956229801386841 kb_relative_information_score 272.46760818405636 kb_relative_information_score 273.52247500225644 kb_relative_information_score 270.525430889747 kb_relative_information_score 273.4843554532463 kb_relative_information_score 272.49165730921936 kb_relative_information_score 275.02067765163997 kb_relative_information_score 275.6648629713929 kb_relative_information_score 270.74900922223185 kb_relative_information_score 276.57805561893053 kb_relative_information_score 270.8653220542775 mean_absolute_error 0.013957475806125514 mean_absolute_error 0.013249908294039077 mean_absolute_error 0.019147454792121047 mean_absolute_error 0.013238738109580631 mean_absolute_error 0.012765581502156998 mean_absolute_error 0.01002703030881441 mean_absolute_error 0.006659613392142894 mean_absolute_error 0.016405410506792374 mean_absolute_error 0.0038423916689252534 mean_absolute_error 0.01568024915434367 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] precision 0.9964891041162226 [0.983051,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 0.9964959568733154 [1,1,1,0.981132,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 0.9965437788018433 [1,1,1,1,1,0.964286] precision 0.9965437788018433 [1,1,1,1,1,0.964286] predictive_accuracy 0.9964285714285714 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9964285714285714 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.996415770609319 predictive_accuracy 0.996415770609319 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 0.9964285714285714 [1,0.970588,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 0.9964285714285714 [1,0.970588,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 0.996415770609319 [1,1,1,0.980392,1,1] recall 0.996415770609319 [1,1,1,0.980392,1,1] relative_absolute_error 0.05114408561218684 relative_absolute_error 0.048551360830341325 relative_absolute_error 0.07016161666667121 relative_absolute_error 0.048510430157905834 relative_absolute_error 0.0467939178219964 relative_absolute_error 0.036745669533479006 relative_absolute_error 0.024405387377836586 relative_absolute_error 0.060120666911847 relative_absolute_error 0.014081156309783687 relative_absolute_error 0.05746317875512807 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 0.03837437099872423 root_mean_squared_error 0.02186186923043956 root_mean_squared_error 0.0296502231213751 root_mean_squared_error 0.023276334397119892 root_mean_squared_error 0.04347151436197506 root_mean_squared_error 0.016678239266244208 root_mean_squared_error 0.013684057983579734 root_mean_squared_error 0.028918350479286307 root_mean_squared_error 0.023265756963845752 root_mean_squared_error 0.03274716363309777 root_relative_squared_error 0.10388168354034734 root_relative_squared_error 0.05918136823851733 root_relative_squared_error 0.0802649011575402 root_relative_squared_error 0.06301040879344437 root_relative_squared_error 0.11772339292371349 root_relative_squared_error 0.045153686342350736 root_relative_squared_error 0.037047658780280976 root_relative_squared_error 0.07829235905977272 root_relative_squared_error 0.0629887586193946 root_relative_squared_error 0.08865833115855151 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 1604.550329 usercpu_time_millis 1410.2966640000004 usercpu_time_millis 1295.5800570000006 usercpu_time_millis 1270.4340839999998 usercpu_time_millis 1218.6786270000002 usercpu_time_millis 1279.3629379999984 usercpu_time_millis 1311.551918000001 usercpu_time_millis 1304.4378520000012 usercpu_time_millis 3518.052620000001 usercpu_time_millis 1314.625288999995 usercpu_time_millis_testing 36.71605399999977 usercpu_time_millis_testing 33.69717500000036 usercpu_time_millis_testing 34.27788199999959 usercpu_time_millis_testing 31.346015999999643 usercpu_time_millis_testing 31.438966999999707 usercpu_time_millis_testing 30.877389999998783 usercpu_time_millis_testing 31.935753000000844 usercpu_time_millis_testing 32.14173400000142 usercpu_time_millis_testing 34.24675200000138 usercpu_time_millis_testing 31.062763999997856 usercpu_time_millis_training 1567.8342750000002 usercpu_time_millis_training 1376.5994890000002 usercpu_time_millis_training 1261.302175000001 usercpu_time_millis_training 1239.088068 usercpu_time_millis_training 1187.2396600000004 usercpu_time_millis_training 1248.4855479999997 usercpu_time_millis_training 1279.6161650000001 usercpu_time_millis_training 1272.2961179999998 usercpu_time_millis_training 3483.8058679999995 usercpu_time_millis_training 1283.562524999997