8845750 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) 6820800 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "mean" 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 3.8602877114777816 7708 cache_size 200 7708 class_weight null 7708 coef0 -0.9636516653985125 7708 decision_function_shape null 7708 degree 2 7708 gamma 0.0624549819620582 7708 kernel "rbf" 7708 max_iter -1 7708 probability true 7708 random_state 13851 7708 shrinking false 7708 tol 9.638892967374405e-05 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 18607126 description https://api.openml.org/data/download/18607126/description.xml -1 18607127 predictions https://api.openml.org/data/download/18607127/predictions.arff area_under_roc_curve 0.9992 [1,0.9988,0.9988] average_cost 0 f_measure 0.9733226623982927 [1,0.959184,0.960784] kappa 0.9600000000000001 kb_relative_information_score 137.50640137837527 mean_absolute_error 0.05018256978641507 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9738247863247864 [1,0.979167,0.942308] predictive_accuracy 0.9733333333333333 prior_entropy 1.584962500721156 recall 0.9733333333333334 [1,0.94,0.98] relative_absolute_error 0.11291078201943418 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.11649853444737784 root_relative_squared_error 0.24713071111810675 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 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] 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 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 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 1 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kb_relative_information_score 14.111796959139447 kb_relative_information_score 14.073750154818 kb_relative_information_score 13.64569530054145 kb_relative_information_score 13.83677080413563 kb_relative_information_score 14.301018497212118 kb_relative_information_score 12.474098221759073 kb_relative_information_score 14.531150706885235 kb_relative_information_score 13.347029434564126 kb_relative_information_score 13.13661528826829 kb_relative_information_score 14.048476011051894 mean_absolute_error 0.038704163538574976 mean_absolute_error 0.04205663712972533 mean_absolute_error 0.05323972287175001 mean_absolute_error 0.04192250858589484 mean_absolute_error 0.03163515791497511 mean_absolute_error 0.093654083953336 mean_absolute_error 0.022335718533068996 mean_absolute_error 0.06260557829226866 mean_absolute_error 0.07215269260729557 mean_absolute_error 0.04351943443726134 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 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 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 1 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 0.9333333333333332 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 1 [1,1,1] 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 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.08708436796179367 relative_absolute_error 0.09462743354188197 relative_absolute_error 0.11978937646143746 relative_absolute_error 0.09432564431826336 relative_absolute_error 0.07117910530869397 relative_absolute_error 0.21072168889500595 relative_absolute_error 0.05025536669940523 relative_absolute_error 0.14086255115760443 relative_absolute_error 0.16234355836641498 relative_absolute_error 0.097918727483838 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 0.0824602506357553 root_mean_squared_error 0.07199876583128416 root_mean_squared_error 0.12975972548306777 root_mean_squared_error 0.12877056375239274 root_mean_squared_error 0.06287387798566667 root_mean_squared_error 0.1910110940838643 root_mean_squared_error 0.030440893634014813 root_mean_squared_error 0.14648225036437693 root_mean_squared_error 0.15139042915214757 root_mean_squared_error 0.06763877075455185 root_relative_squared_error 0.17492460720865466 root_relative_squared_error 0.15273244666908994 root_relative_squared_error 0.2752619454419462 root_relative_squared_error 0.2731636165395946 root_relative_squared_error 0.13337563644948147 root_relative_squared_error 0.40519571972568613 root_relative_squared_error 0.06457488694197083 root_relative_squared_error 0.3107357776683496 root_relative_squared_error 0.32114759718067537 root_relative_squared_error 0.14348350041499783 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 11.733593999906589 usercpu_time_millis 10.141590999865002 usercpu_time_millis 10.241608000114866 usercpu_time_millis 9.43504099996062 usercpu_time_millis 8.741809999719408 usercpu_time_millis 8.749083000111568 usercpu_time_millis 8.881495000196082 usercpu_time_millis 8.631057000002329 usercpu_time_millis 7.886682999696859 usercpu_time_millis 7.719417000089379 usercpu_time_millis_testing 1.1876219998612214 usercpu_time_millis_testing 1.0576829999990878 usercpu_time_millis_testing 1.0472250000930217 usercpu_time_millis_testing 0.9550029999445542 usercpu_time_millis_testing 0.9422779999113118 usercpu_time_millis_testing 0.9314349999840488 usercpu_time_millis_testing 0.931013000126768 usercpu_time_millis_testing 0.8905039999262954 usercpu_time_millis_testing 0.8494019998579461 usercpu_time_millis_testing 0.8276240000668622 usercpu_time_millis_training 10.545972000045367 usercpu_time_millis_training 9.083907999865914 usercpu_time_millis_training 9.194383000021844 usercpu_time_millis_training 8.480038000016066 usercpu_time_millis_training 7.799531999808096 usercpu_time_millis_training 7.8176480001275195 usercpu_time_millis_training 7.950482000069314 usercpu_time_millis_training 7.740553000076034 usercpu_time_millis_training 7.037280999838913 usercpu_time_millis_training 6.891793000022517