8803796 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 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) 6778877 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "median" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [] 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 3981.4246241101037 7708 cache_size 200 7708 class_weight null 7708 coef0 0.5294379485707135 7708 decision_function_shape null 7708 degree 5 7708 gamma 0.003268061050977025 7708 kernel "poly" 7708 max_iter -1 7708 probability true 7708 random_state 58143 7708 shrinking false 7708 tol 0.0019028784096732497 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 18523593 description https://api.openml.org/data/download/18523593/description.xml -1 18523594 predictions https://api.openml.org/data/download/18523594/predictions.arff area_under_roc_curve 0.9967333333333332 [1,0.9948,0.9954] average_cost 0 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 134.13072399697106 mean_absolute_error 0.06189600403816174 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.96 [1,0.94,0.94] predictive_accuracy 0.96 prior_entropy 1.584962500721156 recall 0.96 [1,0.94,0.94] relative_absolute_error 0.13926600908586426 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.13889507871706047 root_relative_squared_error 0.2946409561028187 total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 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 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.8666666666666667 [1,0.8,0.8] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 0.8 kappa 1 kb_relative_information_score 13.595273549250454 kb_relative_information_score 14.27607263389108 kb_relative_information_score 13.211680064581685 kb_relative_information_score 13.688998455814083 kb_relative_information_score 14.074016610645804 kb_relative_information_score 12.043400304271909 kb_relative_information_score 14.329025362056221 kb_relative_information_score 12.933294928922132 kb_relative_information_score 12.067936661771414 kb_relative_information_score 13.91102542576625 mean_absolute_error 0.05594626800356639 mean_absolute_error 0.03373170989074312 mean_absolute_error 0.0689416150859414 mean_absolute_error 0.05208689768342343 mean_absolute_error 0.039584131612219825 mean_absolute_error 0.10735244284428505 mean_absolute_error 0.0315959323688474 mean_absolute_error 0.07449348314416579 mean_absolute_error 0.10552065981525895 mean_absolute_error 0.04970689993316617 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.8666666666666667 [1,0.8,0.8] precision 1 [1,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8666666666666667 predictive_accuracy 1 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 recall 0.9333333333333333 [1,1,0.8] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.8666666666666667 [1,0.8,0.8] recall 1 [1,1,1] relative_absolute_error 0.12587910300802435 relative_absolute_error 0.07589634725417199 relative_absolute_error 0.1551186339433681 relative_absolute_error 0.11719551978770269 relative_absolute_error 0.08906429612749457 relative_absolute_error 0.2415429963996413 relative_absolute_error 0.07109084782990663 relative_absolute_error 0.16761033707437295 relative_absolute_error 0.23742148458433252 relative_absolute_error 0.11184052484962384 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_squared_error 0.12331711389812455 root_mean_squared_error 0.05146644590412524 root_mean_squared_error 0.15128492161975474 root_mean_squared_error 0.12309400854345715 root_mean_squared_error 0.09173260775932393 root_mean_squared_error 0.2208247209082204 root_mean_squared_error 0.044147056858594894 root_mean_squared_error 0.17164868615273315 root_mean_squared_error 0.2073615542869146 root_mean_squared_error 0.07371420393104035 root_relative_squared_error 0.2615951024211531 root_relative_squared_error 0.10917681870713268 root_relative_squared_error 0.3209237819058117 root_relative_squared_error 0.26112182449354004 root_relative_squared_error 0.19459424700763095 root_relative_squared_error 0.46843997282348826 root_relative_squared_error 0.09365004982242159 root_relative_squared_error 0.3641218498810772 root_relative_squared_error 0.43988028358097914 root_relative_squared_error 0.15637144040822007 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 13.920149000000492 usercpu_time_millis 12.947220000000925 usercpu_time_millis 10.978386999994427 usercpu_time_millis 9.988070999980891 usercpu_time_millis 9.525182999993831 usercpu_time_millis 8.833138000028384 usercpu_time_millis 10.366257000015366 usercpu_time_millis 9.323754999996936 usercpu_time_millis 7.236602999995512 usercpu_time_millis 8.644695999976193 usercpu_time_millis_testing 1.0419500000011794 usercpu_time_millis_testing 0.8980949999966015 usercpu_time_millis_testing 0.8548829999881491 usercpu_time_millis_testing 0.7258960000058323 usercpu_time_millis_testing 0.724689999998418 usercpu_time_millis_testing 0.725922000015089 usercpu_time_millis_testing 0.6893050000087442 usercpu_time_millis_testing 0.6659599999920829 usercpu_time_millis_testing 0.6588470000110647 usercpu_time_millis_testing 0.6663499999888245 usercpu_time_millis_training 12.878198999999313 usercpu_time_millis_training 12.049125000004324 usercpu_time_millis_training 10.123504000006278 usercpu_time_millis_training 9.262174999975059 usercpu_time_millis_training 8.800492999995413 usercpu_time_millis_training 8.107216000013295 usercpu_time_millis_training 9.676952000006622 usercpu_time_millis_training 8.657795000004853 usercpu_time_millis_training 6.577755999984447 usercpu_time_millis_training 7.9783459999873685