7302696 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) 5334591 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 0.05643750383403821 6953 cache_size 200 6953 class_weight null 6953 coef0 0.040242390393122385 6953 decision_function_shape null 6953 degree 3 6953 gamma 3.0612011021374377 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 12316 6953 shrinking true 6953 tol 0.02258970571096322 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 15533368 description https://api.openml.org/data/download/15533368/description.xml -1 15533370 predictions https://api.openml.org/data/download/15533370/predictions.arff area_under_roc_curve 0.9950666666666667 [1,0.9954,0.9898] average_cost 0 f_measure 0.9539949791780411 [0.969072,0.958333,0.934579] kappa 0.93 kb_relative_information_score 92.12932008623312 mean_absolute_error 0.2148120921897937 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9590643274853801 [1,1,0.877193] predictive_accuracy 0.9533333333333333 prior_entropy 1.584962500721156 recall 0.9533333333333334 [0.94,0.92,1] relative_absolute_error 0.483327207427037 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.286470377355213 root_relative_squared_error 0.6076954393108217 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 0.9933333333333334 [1,1,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9533333333333334 [1,0.94,0.92] 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] 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 [0.888889,1,0.909091] f_measure 0.9326599326599326 [0.888889,1,0.909091] f_measure 0.8703703703703703 [0.888889,0.888889,0.833333] 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 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 0.9 kappa 0.9 kappa 0.8 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kb_relative_information_score 8.973632228310487 kb_relative_information_score 8.766252469731738 kb_relative_information_score 8.61203382187873 kb_relative_information_score 9.244946548910626 kb_relative_information_score 9.263946729077695 kb_relative_information_score 8.904200223329328 kb_relative_information_score 9.225997154143258 kb_relative_information_score 9.599819368396744 kb_relative_information_score 9.916559264767034 kb_relative_information_score 9.621932277687442 mean_absolute_error 0.22066760972429092 mean_absolute_error 0.22800140629054363 mean_absolute_error 0.23135613957107917 mean_absolute_error 0.21460104741431532 mean_absolute_error 0.21570427711218912 mean_absolute_error 0.22453222898735975 mean_absolute_error 0.21903301967479824 mean_absolute_error 0.20264826596227975 mean_absolute_error 0.1913048730822122 mean_absolute_error 0.20027205407886875 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 [1,1,0.833333] precision 0.9444444444444445 [1,1,0.833333] precision 0.9047619047619048 [1,1,0.714286] 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 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 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 [0.8,1,1] recall 0.9333333333333333 [0.8,1,1] recall 0.8666666666666667 [0.8,0.8,1] 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 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.49650212187965437 relative_absolute_error 0.513003164153723 relative_absolute_error 0.520551314034928 relative_absolute_error 0.4828523566822093 relative_absolute_error 0.4853346235024254 relative_absolute_error 0.5051975152215593 relative_absolute_error 0.4928242942682959 relative_absolute_error 0.4559585984151293 relative_absolute_error 0.43043596443497734 relative_absolute_error 0.4506121216774545 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 0.29066712427918123 root_mean_squared_error 0.30146714007182357 root_mean_squared_error 0.30767737918878485 root_mean_squared_error 0.2831894896319331 root_mean_squared_error 0.28359599398260993 root_mean_squared_error 0.29735885137209883 root_mean_squared_error 0.2802193954545303 root_mean_squared_error 0.27385415077267045 root_mean_squared_error 0.26733660827279554 root_mean_squared_error 0.2767389722078371 root_relative_squared_error 0.616598083937406 root_relative_squared_error 0.6395083771491036 root_relative_squared_error 0.6526822837262835 root_relative_squared_error 0.600735625438492 root_relative_squared_error 0.6015979513873284 root_relative_squared_error 0.6307933807531614 root_relative_squared_error 0.5944351042376794 root_relative_squared_error 0.5809323812023153 root_relative_squared_error 0.5671065857073162 root_relative_squared_error 0.5870520116002713 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 17.341074000000845 usercpu_time_millis 14.612150999999685 usercpu_time_millis 13.280302999998383 usercpu_time_millis 12.327707000002519 usercpu_time_millis 11.62735800000192 usercpu_time_millis 11.337574000000572 usercpu_time_millis 11.22507000000006 usercpu_time_millis 11.311874000000444 usercpu_time_millis 11.404818000000816 usercpu_time_millis 11.329261999998508 usercpu_time_millis_testing 1.411066000001071 usercpu_time_millis_testing 1.1781079999995114 usercpu_time_millis_testing 1.1248179999991947 usercpu_time_millis_testing 1.0249250000011756 usercpu_time_millis_testing 0.9835480000006669 usercpu_time_millis_testing 0.9865239999999886 usercpu_time_millis_testing 0.9877219999996356 usercpu_time_millis_testing 0.9858149999999455 usercpu_time_millis_testing 0.9847800000013507 usercpu_time_millis_testing 0.9883389999991721 usercpu_time_millis_training 15.930007999999773 usercpu_time_millis_training 13.434043000000173 usercpu_time_millis_training 12.155484999999189 usercpu_time_millis_training 11.302782000001343 usercpu_time_millis_training 10.643810000001253 usercpu_time_millis_training 10.351050000000583 usercpu_time_millis_training 10.237348000000424 usercpu_time_millis_training 10.326059000000498 usercpu_time_millis_training 10.420037999999465 usercpu_time_millis_training 10.340922999999336