7328962 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 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) 5360857 axis 0 6947 categorical_features [] 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 [] 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 0.1537838744273788 6953 cache_size 200 6953 class_weight null 6953 coef0 0.5354332331030163 6953 decision_function_shape null 6953 degree 1 6953 gamma 0.04493962937194452 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 56683 6953 shrinking true 6953 tol 0.0026286098380348673 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 15585690 description https://api.openml.org/data/download/15585690/description.xml -1 15585691 predictions https://api.openml.org/data/download/15585691/predictions.arff area_under_roc_curve 0.9902 [1,0.9846,0.986] average_cost 0 f_measure 0.9466453247965854 [1,0.921569,0.918367] kappa 0.9199999999999998 kb_relative_information_score 126.96621797677504 mean_absolute_error 0.08869070962213511 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9471153846153846 [1,0.903846,0.9375] predictive_accuracy 0.9466666666666668 prior_entropy 1.584962500721156 recall 0.9466666666666667 [1,0.94,0.9] relative_absolute_error 0.1995540966498045 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.1778204967360109 root_relative_squared_error 0.3772142372279814 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 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9466666666666669 [1,0.92,0.92] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9533333333333334 [1,0.92,0.94] area_under_roc_curve 1 [1,1,1] 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 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.7979797979797979 [1,0.666667,0.727273] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 0.9 kappa 0.7000000000000001 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kb_relative_information_score 13.13813819230517 kb_relative_information_score 12.610080597572178 kb_relative_information_score 13.633399143397519 kb_relative_information_score 13.220676809197109 kb_relative_information_score 12.586589827446392 kb_relative_information_score 11.230613860734627 kb_relative_information_score 13.538313303065397 kb_relative_information_score 12.14069536756104 kb_relative_information_score 12.551965677029688 kb_relative_information_score 12.3157451984659 mean_absolute_error 0.07187663580126934 mean_absolute_error 0.09713575177119 mean_absolute_error 0.05795955578005066 mean_absolute_error 0.06479314655571065 mean_absolute_error 0.09475324244514488 mean_absolute_error 0.13504823613412378 mean_absolute_error 0.06282773458416466 mean_absolute_error 0.10451937215002778 mean_absolute_error 0.0917529134590869 mean_absolute_error 0.1062405075405831 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 0.9444444444444445 [1,0.833333,1] precision 0.8055555555555555 [1,0.75,0.666667] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 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 0.9333333333333333 [1,1,0.8] recall 0.8 [1,0.6,0.8] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] recall 1 [1,1,1] relative_absolute_error 0.16172243055285596 relative_absolute_error 0.21855544148517742 relative_absolute_error 0.13040900050511395 relative_absolute_error 0.14578457975034892 relative_absolute_error 0.21319479550157588 relative_absolute_error 0.3038585313017784 relative_absolute_error 0.14136240281437043 relative_absolute_error 0.2351685873375624 relative_absolute_error 0.20644405528294546 relative_absolute_error 0.23904114196631188 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 0.14841773053549473 root_mean_squared_error 0.16707874144019078 root_mean_squared_error 0.11248408868085856 root_mean_squared_error 0.1582783995612531 root_mean_squared_error 0.17362660047622258 root_mean_squared_error 0.24252832656386217 root_mean_squared_error 0.11379749535078876 root_mean_squared_error 0.23994262348115222 root_mean_squared_error 0.18576714420656162 root_mean_squared_error 0.185891070482816 root_relative_squared_error 0.3148415511298981 root_relative_squared_error 0.35442753319341813 root_relative_squared_error 0.23861478564547212 root_relative_squared_error 0.3357591889353478 root_relative_squared_error 0.3683176397733132 root_relative_squared_error 0.5144802730293973 root_relative_squared_error 0.241400941933762 root_relative_squared_error 0.5089951684776397 root_relative_squared_error 0.39407162217035696 root_relative_squared_error 0.3943345095012769 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 15.082101999999153 usercpu_time_millis 12.670237000001805 usercpu_time_millis 11.482910999999874 usercpu_time_millis 10.778543999999002 usercpu_time_millis 10.225185000001247 usercpu_time_millis 9.680073000000178 usercpu_time_millis 9.387058999999809 usercpu_time_millis 9.541532000001851 usercpu_time_millis 9.53262700000046 usercpu_time_millis 9.4314750000013 usercpu_time_millis_testing 1.472961999999356 usercpu_time_millis_testing 1.2953600000003007 usercpu_time_millis_testing 1.1736239999997622 usercpu_time_millis_testing 1.0948309999996297 usercpu_time_millis_testing 1.04381600000103 usercpu_time_millis_testing 0.9979910000001979 usercpu_time_millis_testing 0.9852360000000004 usercpu_time_millis_testing 1.033292000000685 usercpu_time_millis_testing 0.9860580000005115 usercpu_time_millis_testing 0.9905440000004262 usercpu_time_millis_training 13.609139999999798 usercpu_time_millis_training 11.374877000001504 usercpu_time_millis_training 10.309287000000111 usercpu_time_millis_training 9.683712999999372 usercpu_time_millis_training 9.181369000000217 usercpu_time_millis_training 8.68208199999998 usercpu_time_millis_training 8.401822999999808 usercpu_time_millis_training 8.508240000001166 usercpu_time_millis_training 8.546568999999948 usercpu_time_millis_training 8.440931000000873