10317901 8323 Heinrich Peters 3481 Supervised Classification 12736 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1) 8156233 l2_regularization 1e-05 12677 learning_rate 1.0 12677 loss "auto" 12677 max_bins 64 12677 max_depth 14 12677 max_iter 500 12677 max_leaf_nodes 16 12677 min_samples_leaf 16 12677 n_iter_no_change null 12677 random_state 16592 12677 scoring null 12677 tol 1e-07 12677 validation_fraction 0.2 12677 verbose 0 12677 memory null 12736 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}] 12736 verbose false 12736 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 openml-python Sklearn_0.21.2. 300 isolet https://www.openml.org/data/download/52405/phpB0xrNj -1 21557485 description https://api.openml.org/data/download/21557485/description.xml -1 21557486 predictions https://api.openml.org/data/download/21557486/predictions.arff area_under_roc_curve 0.5000066622185462 [0.5,0.49998,0.5,0.500027,0.5,0.5,0.5,0.5,0.49998,0.5,0.49998,0.5,0.500221,0.49998,0.5,0.5,0.5,0.49998,0.5,0.5,0.5,0.5,0.500047,0.49998,0.5,0.5] average_cost 0 kappa 0.000013326515996408515 kb_relative_information_score 0.026900999474027198 mean_absolute_error 0.07396335868826041 mean_prior_absolute_error 0.07396449117237175 number_of_instances 7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300] predictive_accuracy 0.038476337052712584 prior_entropy 4.700438279892712 recall 0.038476337052712584 [0,0.1,0,0.2,0,0,0,0,0.1,0,0.1,0,0.100334,0.1,0,0,0,0.1,0,0,0,0,0.1,0.1,0,0] relative_absolute_error 0.9999846888135997 root_mean_prior_squared_error 0.19230768465256318 root_mean_squared_error 0.27196205376533766 root_relative_squared_error 1.4142027358744595 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] 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 0.026882259396313512 kb_relative_information_score 0.026882259396313626 kb_relative_information_score 0.02688225939631374 kb_relative_information_score 0.026882259396313765 kb_relative_information_score 0.026882259396313203 kb_relative_information_score 0.02688225939631342 kb_relative_information_score 0.026882259396313595 kb_relative_information_score 0.026932206014623074 kb_relative_information_score 0.026969952556286408 kb_relative_information_score 0.026932189075297475 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.0739644970414214 mean_absolute_error 0.07396069912116253 mean_absolute_error 0.07396069912116253 mean_absolute_error 0.07396069912116253 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396449704142057 mean_prior_absolute_error 0.07396448587535052 mean_prior_absolute_error 0.07396447325283656 mean_prior_absolute_error 0.07396447325283656 number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038461538461538464 predictive_accuracy 0.038510911424903725 predictive_accuracy 0.038510911424903725 predictive_accuracy 0.038510911424903725 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700441149362989 prior_entropy 4.700435698259304 prior_entropy 4.700429514669705 prior_entropy 4.700429514669705 recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0] recall 0.038461538461538464 [0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038461538461538464 [0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0] recall 0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.038510911424903725 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 1.0000000000000113 relative_absolute_error 0.9999488030756493 relative_absolute_error 0.9999489737233559 relative_absolute_error 0.9999489737233559 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230769991209876 root_mean_prior_squared_error 0.19230767088031558 root_mean_prior_squared_error 0.19230763806177284 root_mean_prior_squared_error 0.19230763806177284 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.27196414661021295 root_mean_squared_error 0.2719571641291373 root_mean_squared_error 0.2719571641291373 root_mean_squared_error 0.2719571641291373 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414213506450985 root_relative_squared_error 1.414177411042497 root_relative_squared_error 1.4141776523810226 root_relative_squared_error 1.4141776523810226 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 10877.102893000028 usercpu_time_millis 11699.645554999961 usercpu_time_millis 10941.87838699986 usercpu_time_millis 10486.555387999942 usercpu_time_millis 10764.358768999955 usercpu_time_millis 11119.411609999815 usercpu_time_millis 11178.245421000156 usercpu_time_millis 11424.310660999936 usercpu_time_millis 11662.095174999877 usercpu_time_millis 11330.713228999912 usercpu_time_millis_testing 357.19802099993103 usercpu_time_millis_testing 221.46464699994795 usercpu_time_millis_testing 282.84565399985695 usercpu_time_millis_testing 206.1332499999935 usercpu_time_millis_testing 205.85587100003977 usercpu_time_millis_testing 210.8860039998035 usercpu_time_millis_testing 273.74905400006355 usercpu_time_millis_testing 208.30746399997224 usercpu_time_millis_testing 208.32006000000547 usercpu_time_millis_testing 207.70219899986841 usercpu_time_millis_training 10519.904872000097 usercpu_time_millis_training 11478.180908000013 usercpu_time_millis_training 10659.032733000004 usercpu_time_millis_training 10280.422137999949 usercpu_time_millis_training 10558.502897999915 usercpu_time_millis_training 10908.525606000012 usercpu_time_millis_training 10904.496367000093 usercpu_time_millis_training 11216.003196999964 usercpu_time_millis_training 11453.775114999871 usercpu_time_millis_training 11123.011030000043 wall_clock_time_millis 10878.08346748352 wall_clock_time_millis 11699.951648712158 wall_clock_time_millis 10942.128419876099 wall_clock_time_millis 10488.924741744995 wall_clock_time_millis 10764.558553695679 wall_clock_time_millis 11119.620084762573 wall_clock_time_millis 11178.451299667358 wall_clock_time_millis 11424.509763717651 wall_clock_time_millis 11662.314176559448 wall_clock_time_millis 11330.921173095703 wall_clock_time_millis_testing 357.2123050689697 wall_clock_time_millis_testing 221.47393226623535 wall_clock_time_millis_testing 282.867431640625 wall_clock_time_millis_testing 206.1448097229004 wall_clock_time_millis_testing 205.86419105529785 wall_clock_time_millis_testing 210.89458465576172 wall_clock_time_millis_testing 273.76866340637207 wall_clock_time_millis_testing 208.31727981567383 wall_clock_time_millis_testing 208.3289623260498 wall_clock_time_millis_testing 207.72171020507812 wall_clock_time_millis_training 10520.87116241455 wall_clock_time_millis_training 11478.477716445923 wall_clock_time_millis_training 10659.260988235474 wall_clock_time_millis_training 10282.779932022095 wall_clock_time_millis_training 10558.69436264038 wall_clock_time_millis_training 10908.725500106812 wall_clock_time_millis_training 10904.682636260986 wall_clock_time_millis_training 11216.192483901978 wall_clock_time_millis_training 11453.985214233398 wall_clock_time_millis_training 11123.199462890625