7450520 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) 5482413 axis 0 6947 categorical_features [] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "most_frequent" 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 559.7023011498504 6953 cache_size 200 6953 class_weight null 6953 coef0 0.6016459824672835 6953 decision_function_shape null 6953 degree 2 6953 gamma 0.18989499774775087 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 48235 6953 shrinking true 6953 tol 0.03899484645034838 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 15827805 description https://api.openml.org/data/download/15827805/description.xml -1 15827806 predictions https://api.openml.org/data/download/15827806/predictions.arff area_under_roc_curve 0.9948 [1,0.9918,0.9926] average_cost 0 f_measure 0.9533286661999534 [1,0.929293,0.930693] kappa 0.93 kb_relative_information_score 128.4494336476879 mean_absolute_error 0.0863396506889285 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9534480458850206 [1,0.938776,0.921569] predictive_accuracy 0.9533333333333333 prior_entropy 1.584962500721156 recall 0.9533333333333334 [1,0.92,0.94] relative_absolute_error 0.1942642140500896 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.15869718954635142 root_relative_squared_error 0.33664757665041634 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 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.861111111111111 [1,0.833333,0.75] f_measure 0.8666666666666667 [1,0.8,0.8] f_measure 1 [1,1,1] kappa 1 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.8 kappa 1 kb_relative_information_score 12.8310623428496 kb_relative_information_score 13.369602700614253 kb_relative_information_score 12.245576347388466 kb_relative_information_score 13.006874705818618 kb_relative_information_score 12.651212555884056 kb_relative_information_score 12.91620632547586 kb_relative_information_score 13.049618697140556 kb_relative_information_score 12.48832350315869 kb_relative_information_score 11.842114948385698 kb_relative_information_score 14.048841520972138 mean_absolute_error 0.09272296362067116 mean_absolute_error 0.07207838706566977 mean_absolute_error 0.11125858009717583 mean_absolute_error 0.0817260510681722 mean_absolute_error 0.09987601618493103 mean_absolute_error 0.07613546625050166 mean_absolute_error 0.08533718174237777 mean_absolute_error 0.08481781478842701 mean_absolute_error 0.11526990136226578 mean_absolute_error 0.044174144709092825 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 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] 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 0.9047619047619048 [1,0.714286,1] precision 0.8666666666666667 [1,0.8,0.8] precision 1 [1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.8666666666666667 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 1 [1,1,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] 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 0.8666666666666667 [1,1,0.6] recall 0.8666666666666667 [1,0.8,0.8] recall 1 [1,1,1] relative_absolute_error 0.20862666814651007 relative_absolute_error 0.16217637089775694 relative_absolute_error 0.25033180521864556 relative_absolute_error 0.1838836149033874 relative_absolute_error 0.22472103641609473 relative_absolute_error 0.1713047990636287 relative_absolute_error 0.1920086589203499 relative_absolute_error 0.1908400832739607 relative_absolute_error 0.2593572780650979 relative_absolute_error 0.09939182559545882 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 0.14114988662802663 root_mean_squared_error 0.10860126598568204 root_mean_squared_error 0.17474085503101836 root_mean_squared_error 0.14317593734635825 root_mean_squared_error 0.15028582869112925 root_mean_squared_error 0.19479378460790547 root_mean_squared_error 0.12518834414555916 root_mean_squared_error 0.20461965719106906 root_mean_squared_error 0.21761681947895575 root_mean_squared_error 0.060563059797571 root_relative_squared_error 0.29942412599517004 root_relative_squared_error 0.2303780748717591 root_relative_squared_error 0.37068133062830555 root_relative_squared_error 0.3037220286010505 root_relative_squared_error 0.31880438575121184 root_relative_squared_error 0.41322001808772496 root_relative_squared_error 0.2655645812125203 root_relative_squared_error 0.4340638414916149 root_relative_squared_error 0.46163498626145505 root_relative_squared_error 0.12847365081680645 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 20.90173600000078 usercpu_time_millis 18.77766399999814 usercpu_time_millis 15.498941000000599 usercpu_time_millis 13.584632000002372 usercpu_time_millis 14.206156000001968 usercpu_time_millis 7.86365899999808 usercpu_time_millis 15.096211999999554 usercpu_time_millis 7.854642000001633 usercpu_time_millis 14.430904999999328 usercpu_time_millis 14.452680999999856 usercpu_time_millis_testing 1.1663060000000058 usercpu_time_millis_testing 0.999603999998655 usercpu_time_millis_testing 0.9338020000004832 usercpu_time_millis_testing 0.8527390000008239 usercpu_time_millis_testing 0.8263720000005748 usercpu_time_millis_testing 0.8297619999986239 usercpu_time_millis_testing 0.8155680000001553 usercpu_time_millis_testing 0.828988000000308 usercpu_time_millis_testing 0.9377930000002976 usercpu_time_millis_testing 0.8326869999990549 usercpu_time_millis_training 19.735430000000775 usercpu_time_millis_training 17.778059999999485 usercpu_time_millis_training 14.565139000000116 usercpu_time_millis_training 12.731893000001548 usercpu_time_millis_training 13.379784000001393 usercpu_time_millis_training 7.033896999999456 usercpu_time_millis_training 14.280643999999398 usercpu_time_millis_training 7.025654000001325 usercpu_time_millis_training 13.49311199999903 usercpu_time_millis_training 13.619994000000801