6057882 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) 4092531 axis 0 6947 categorical_features [0, 1] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "median" 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 1.0488681331009502 6953 cache_size 200 6953 class_weight null 6953 coef0 0.1653756844300207 6953 decision_function_shape null 6953 degree 1 6953 gamma 0.499068108498429 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 37504 6953 shrinking false 6953 tol 3.3992512410808096e-05 6953 verbose false 6953 openml-python 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 13038905 description https://api.openml.org/data/download/13038905/description.xml -1 13038906 predictions https://api.openml.org/data/download/13038906/predictions.arff area_under_roc_curve 1 [1,1,1,1,1,1] average_cost 0 f_measure 1 [1,1,1,1,1,1] kappa 1 kb_relative_information_score 2777.7356243810837 mean_absolute_error 0.003715956285245453 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 prior_entropy 2.5206634795042744 recall 1 [1,1,1,1,1,1] relative_absolute_error 0.01361754863540869 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.005281435522504393 root_relative_squared_error 0.014298467590080445 total_cost 0 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] 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 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 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 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 1 [1,1,1,1,1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 278.27793937325146 kb_relative_information_score 278.2691576050654 kb_relative_information_score 278.278756648176 kb_relative_information_score 278.27667253636673 kb_relative_information_score 277.93629603651135 kb_relative_information_score 278.12474553082785 kb_relative_information_score 277.14836044055954 kb_relative_information_score 277.13922566757697 kb_relative_information_score 277.12226034683636 kb_relative_information_score 277.1622101959029 mean_absolute_error 0.003710029407563232 mean_absolute_error 0.0037278652627448115 mean_absolute_error 0.003708432193581111 mean_absolute_error 0.0037126988329267982 mean_absolute_error 0.003681102036887216 mean_absolute_error 0.003768119032985816 mean_absolute_error 0.003701969036585389 mean_absolute_error 0.0037207217968559013 mean_absolute_error 0.0037554736751650984 mean_absolute_error 0.003673106741835887 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 1 [1,1,1,1,1,1] 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 1 [1,1,1,1,1,1] 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 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 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 1 [1,1,1,1,1,1] 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 1 [1,1,1,1,1,1] 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 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] relative_absolute_error 0.013594582880155947 relative_absolute_error 0.013659938429901765 relative_absolute_error 0.013588730242488703 relative_absolute_error 0.013604364399481216 relative_absolute_error 0.013493563624922092 relative_absolute_error 0.013808879846228464 relative_absolute_error 0.013566551551658654 relative_absolute_error 0.013635274516770341 relative_absolute_error 0.013762629214753866 relative_absolute_error 0.01346078032403665 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 0.005268231324651867 root_mean_squared_error 0.0053206533056268344 root_mean_squared_error 0.005256544202413785 root_mean_squared_error 0.005264187732585597 root_mean_squared_error 0.005223683964065765 root_mean_squared_error 0.005377478601826132 root_mean_squared_error 0.0052390430522582885 root_mean_squared_error 0.005274669394889624 root_mean_squared_error 0.005349188922980027 root_mean_squared_error 0.005238367502115244 root_relative_squared_error 0.014261412631441553 root_relative_squared_error 0.014403322022956548 root_relative_squared_error 0.014229774902868118 root_relative_squared_error 0.014250466389445597 root_relative_squared_error 0.014146040432143714 root_relative_squared_error 0.014558670026457735 root_relative_squared_error 0.014183970834395137 root_relative_squared_error 0.01428042413698848 root_relative_squared_error 0.014482175258802903 root_relative_squared_error 0.0141821418775741 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 9236172.014037 usercpu_time_millis 8629140.103466999 usercpu_time_millis 9142165.525171997 usercpu_time_millis 8525837.530605005 usercpu_time_millis 8755708.201808004 usercpu_time_millis 8898167.360097002 usercpu_time_millis 8349095.827119003 usercpu_time_millis 8734616.987140005 usercpu_time_millis 8682651.517951993 usercpu_time_millis 7773613.65467 usercpu_time_millis_testing 34.87250199941627 usercpu_time_millis_testing 39.09698999996181 usercpu_time_millis_testing 34.2783399973996 usercpu_time_millis_testing 37.294665999070276 usercpu_time_millis_testing 35.622413000965025 usercpu_time_millis_testing 35.65142099978402 usercpu_time_millis_testing 35.87003700522473 usercpu_time_millis_testing 36.61605800152756 usercpu_time_millis_testing 35.482688996125944 usercpu_time_millis_testing 35.87975900154561 usercpu_time_millis_training 9236137.141535 usercpu_time_millis_training 8629101.006476998 usercpu_time_millis_training 9142131.246832 usercpu_time_millis_training 8525800.235939005 usercpu_time_millis_training 8755672.579395004 usercpu_time_millis_training 8898131.708676003 usercpu_time_millis_training 8349059.957081998 usercpu_time_millis_training 8734580.371082004 usercpu_time_millis_training 8682616.035262996 usercpu_time_millis_training 7773577.7749109985