8698674 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) 6676093 axis 0 7660 categorical_features [0, 1] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 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 180.09118734982957 7708 cache_size 200 7708 class_weight null 7708 coef0 0.6724840374215446 7708 decision_function_shape null 7708 degree 4 7708 gamma 8.355432252422302e-05 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 42087 7708 shrinking true 7708 tol 0.00047244290404061516 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 18314283 description https://api.openml.org/data/download/18314283/description.xml -1 18314284 predictions https://api.openml.org/data/download/18314284/predictions.arff area_under_roc_curve 1 [1,1,1,1,1,1] average_cost 0 f_measure 0.9996423024538498 [1,1,0.999265,0.999021,1,1] kappa 0.999563083834305 kb_relative_information_score 2781.001204814543 mean_absolute_error 0.00293755862331358 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 0.9996428713979905 [1,1,0.998532,1,1,1] predictive_accuracy 0.9996423462088698 prior_entropy 2.5206634795042744 recall 0.9996423462088698 [1,1,1,0.998043,1,1] relative_absolute_error 0.010765020993699491 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.009134403530981508 root_relative_squared_error 0.024729635017966243 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 0.9964111080286273 [1,1,0.992701,0.990099,1,1] 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 0.9956201629487764 kappa 1 kb_relative_information_score 278.7193078003674 kb_relative_information_score 278.7160074960123 kb_relative_information_score 278.6867782094868 kb_relative_information_score 278.6449967971218 kb_relative_information_score 278.36241061973266 kb_relative_information_score 278.58934422000567 kb_relative_information_score 277.5679121762745 kb_relative_information_score 277.575161409104 kb_relative_information_score 276.5802193150171 kb_relative_information_score 277.55906677142144 mean_absolute_error 0.0028012592405672956 mean_absolute_error 0.002808156092149815 mean_absolute_error 0.0028682118230277842 mean_absolute_error 0.002945825704772328 mean_absolute_error 0.002804005718449895 mean_absolute_error 0.0028121273559360213 mean_absolute_error 0.002835054193434269 mean_absolute_error 0.0028201450697298955 mean_absolute_error 0.0038304150881636363 mean_absolute_error 0.0028524854659191237 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 0.9964677159628071 [1,1,0.985507,1,1,1] 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 0.996415770609319 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 0.996415770609319 [1,1,1,0.980392,1,1] recall 1 [1,1,1,1,1,1] relative_absolute_error 0.010264595433411199 relative_absolute_error 0.010289867421891818 relative_absolute_error 0.01050992837590596 relative_absolute_error 0.010794327293573798 relative_absolute_error 0.010278451721089384 relative_absolute_error 0.010305494181706452 relative_absolute_error 0.010389581459721891 relative_absolute_error 0.01033494421307652 relative_absolute_error 0.014037265910185705 relative_absolute_error 0.01045346158795627 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 0.004145960313311869 root_mean_squared_error 0.004137139937359931 root_mean_squared_error 0.004243012099431615 root_mean_squared_error 0.005446221771557958 root_mean_squared_error 0.00408895961034054 root_mean_squared_error 0.004122928029534769 root_mean_squared_error 0.004158918670346416 root_mean_squared_error 0.004127413470262527 root_mean_squared_error 0.025826257607751788 root_mean_squared_error 0.004328709672342882 root_relative_squared_error 0.01122335887284306 root_relative_squared_error 0.011199481595392004 root_relative_squared_error 0.011486083776739256 root_relative_squared_error 0.014743243259474993 root_relative_squared_error 0.011073140789371012 root_relative_squared_error 0.011162173421656516 root_relative_squared_error 0.011259686269878492 root_relative_squared_error 0.011174390380025278 root_relative_squared_error 0.06992095331456098 root_relative_squared_error 0.011719371482662246 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 2652.1509580002203 usercpu_time_millis 2608.516022999993 usercpu_time_millis 2595.46254199995 usercpu_time_millis 2428.1730120001157 usercpu_time_millis 2618.4882510001444 usercpu_time_millis 2752.9760249999526 usercpu_time_millis 2866.8487349998486 usercpu_time_millis 2778.9970909998374 usercpu_time_millis 3444.5135700000264 usercpu_time_millis 2741.544826000336 usercpu_time_millis_testing 36.42753700000867 usercpu_time_millis_testing 35.70347799995943 usercpu_time_millis_testing 37.32695600001534 usercpu_time_millis_testing 38.88374799998928 usercpu_time_millis_testing 40.05320800001755 usercpu_time_millis_testing 38.1416759998956 usercpu_time_millis_testing 38.60158399993452 usercpu_time_millis_testing 39.7618679999141 usercpu_time_millis_testing 69.6973930000695 usercpu_time_millis_testing 38.176486000111254 usercpu_time_millis_training 2615.7234210002116 usercpu_time_millis_training 2572.8125450000334 usercpu_time_millis_training 2558.135585999935 usercpu_time_millis_training 2389.2892640001264 usercpu_time_millis_training 2578.435043000127 usercpu_time_millis_training 2714.834349000057 usercpu_time_millis_training 2828.247150999914 usercpu_time_millis_training 2739.2352229999233 usercpu_time_millis_training 3374.816176999957 usercpu_time_millis_training 2703.3683400002246