6013260 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) 4047949 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 false 6948 threshold 0.0 6949 C 0.6359632126599717 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 5.656649415096968e-05 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 56147 6953 shrinking false 6953 tol 0.0001046982796610084 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 12949663 description https://api.openml.org/data/download/12949663/description.xml -1 12949664 predictions https://api.openml.org/data/download/12949664/predictions.arff area_under_roc_curve 0.6831102209102269 [0.603439,0.831912,0.564415,0.823222,0.636784,0.768671] average_cost 0 kappa 0.0802314457141415 kb_relative_information_score 267.4553597957233 mean_absolute_error 0.2635891494046535 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] predictive_accuracy 0.28683834048640916 prior_entropy 2.5206634795042744 recall 0.28683834048640916 [0,0,0.961765,0.023483,0.2657,0.094891] relative_absolute_error 0.9659527147927094 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36207849112435936 root_relative_squared_error 0.9802576493354468 total_cost 0 area_under_roc_curve 0.7377614083778259 [0.858108,0.901483,0.586016,0.742101,0.63037,0.80754] area_under_roc_curve 0.678341007053576 [0.492855,0.938666,0.52081,0.875931,0.648434,0.812925] area_under_roc_curve 0.7019865906303009 [0.557083,0.942731,0.570408,0.872506,0.676498,0.756094] area_under_roc_curve 0.674948259174261 [0.63133,0.799737,0.539609,0.801524,0.620574,0.791525] area_under_roc_curve 0.6526652878941759 [0.495418,0.985294,0.499376,0.872301,0.510971,0.749817] area_under_roc_curve 0.6956426671657808 [0.586518,0.862741,0.581021,0.80572,0.709256,0.773532] area_under_roc_curve 0.7025937969561326 [0.56741,0.863385,0.612211,0.822669,0.759393,0.697972] area_under_roc_curve 0.7209734298307459 [0.704283,0.840456,0.609702,0.825679,0.610106,0.86067] area_under_roc_curve 0.7244681560881128 [0.610637,0.919088,0.597435,0.867303,0.729757,0.761611] area_under_roc_curve 0.7725118919014817 [0.73866,0.821489,0.800808,0.727038,0.726341,0.868754] 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 0.09446104343829005 kappa 0.0685479245530374 kappa 0.07752116759463643 kappa 0.07105719237435008 kappa 0.05530563641174912 kappa 0.08549295081160042 kappa 0.09103988886683864 kappa 0.05879518072289158 kappa 0.10830145561130711 kappa 0.09204592384570907 kb_relative_information_score 31.275610247535287 kb_relative_information_score 29.59602032369257 kb_relative_information_score 28.40828304520762 kb_relative_information_score 25.721849907576594 kb_relative_information_score 26.168957403918952 kb_relative_information_score 25.66258253224109 kb_relative_information_score 25.37502989214352 kb_relative_information_score 25.56414074652826 kb_relative_information_score 26.42301562637564 kb_relative_information_score 23.259870070504544 mean_absolute_error 0.2616226882069675 mean_absolute_error 0.26279146254763636 mean_absolute_error 0.26284042310409544 mean_absolute_error 0.2640620192047618 mean_absolute_error 0.264327210268098 mean_absolute_error 0.2642328765693537 mean_absolute_error 0.2637292626536208 mean_absolute_error 0.2639332104679721 mean_absolute_error 0.26374163746076984 mean_absolute_error 0.26461664699166226 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 0.29642857142857143 predictive_accuracy 0.275 predictive_accuracy 0.28571428571428575 predictive_accuracy 0.28214285714285714 predictive_accuracy 0.2714285714285714 predictive_accuracy 0.28928571428571426 predictive_accuracy 0.2939068100358423 predictive_accuracy 0.2724014336917563 predictive_accuracy 0.3082437275985663 predictive_accuracy 0.2939068100358423 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 0.29642857142857143 [0,0,0.985294,0.019608,0.341463,0.035714] recall 0.275 [0,0,0.941176,0.019608,0.268293,0.035714] recall 0.2857142857142857 [0,0,0.941176,0.039216,0.317073,0.035714] recall 0.28214285714285714 [0,0,0.985294,0,0.243902,0.071429] recall 0.2714285714285714 [0,0,0.955882,0.038462,0.170732,0.074074] recall 0.2892857142857143 [0,0,0.941176,0,0.292683,0.185185] recall 0.2939068100358423 [0,0,0.985294,0.039216,0.238095,0.111111] recall 0.2724014336917563 [0,0,0.955882,0.019608,0.142857,0.148148] recall 0.30824372759856633 [0,0,0.955882,0.058824,0.333333,0.148148] recall 0.2939068100358423 [0,0,0.970588,0,0.309524,0.111111] relative_absolute_error 0.9586585246220045 relative_absolute_error 0.9629412399045387 relative_absolute_error 0.9631206450438309 relative_absolute_error 0.9675969139927316 relative_absolute_error 0.9689261514105699 relative_absolute_error 0.9683239865908068 relative_absolute_error 0.9664847550349696 relative_absolute_error 0.9672321595945164 relative_absolute_error 0.9665301048089603 relative_absolute_error 0.9697367393841629 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 0.36001341630022127 root_mean_squared_error 0.3616057130021994 root_mean_squared_error 0.3613664161905919 root_mean_squared_error 0.3622829431442313 root_mean_squared_error 0.36297781487855674 root_mean_squared_error 0.36325764092447205 root_mean_squared_error 0.36210968615169103 root_mean_squared_error 0.3623329121617293 root_mean_squared_error 0.3622626549584502 root_mean_squared_error 0.3625686818703305 root_relative_squared_error 0.9745775320622778 root_relative_squared_error 0.9788879730621507 root_relative_squared_error 0.9782401824923339 root_relative_squared_error 0.9807212749630699 root_relative_squared_error 0.9829650646105961 root_relative_squared_error 0.9834624217775455 root_relative_squared_error 0.980360950653693 root_relative_squared_error 0.9809653036212634 root_relative_squared_error 0.9807750921432746 root_relative_squared_error 0.9816036168851698 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 7680.5663100003585 usercpu_time_millis 7598.493811000026 usercpu_time_millis 7481.0060510003495 usercpu_time_millis 7407.063576999917 usercpu_time_millis 7184.197554999628 usercpu_time_millis 7270.440754999981 usercpu_time_millis 7249.303382000107 usercpu_time_millis 7190.640256000279 usercpu_time_millis 7254.395056000249 usercpu_time_millis 7416.3090629999715 usercpu_time_millis_testing 225.868905000425 usercpu_time_millis_testing 228.7956000000122 usercpu_time_millis_testing 213.08491300032983 usercpu_time_millis_testing 226.64229099973454 usercpu_time_millis_testing 225.36796499980483 usercpu_time_millis_testing 228.109823000068 usercpu_time_millis_testing 185.75676600039515 usercpu_time_millis_testing 182.4759270002687 usercpu_time_millis_testing 224.41998800013607 usercpu_time_millis_testing 227.4950460000582 usercpu_time_millis_training 7454.6974049999335 usercpu_time_millis_training 7369.6982110000135 usercpu_time_millis_training 7267.92113800002 usercpu_time_millis_training 7180.421286000183 usercpu_time_millis_training 6958.829589999823 usercpu_time_millis_training 7042.330931999913 usercpu_time_millis_training 7063.546615999712 usercpu_time_millis_training 7008.16432900001 usercpu_time_millis_training 7029.9750680001125 usercpu_time_millis_training 7188.814016999913