7306457 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) 5338352 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 0.10784081355328337 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.7532547839207759 6953 decision_function_shape null 6953 degree 5 6953 gamma 0.05183004155654701 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 14781 6953 shrinking true 6953 tol 0.0031194756240276685 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 15540852 description https://api.openml.org/data/download/15540852/description.xml -1 15540853 predictions https://api.openml.org/data/download/15540853/predictions.arff area_under_roc_curve 0.9944666666666667 [1,0.989,0.9944] average_cost 0 f_measure 0.9188461538461538 [0.961538,0.875,0.92] kappa 0.8799999999999999 kb_relative_information_score 126.95633914600343 mean_absolute_error 0.08872815232629103 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9196564680622652 [0.925926,0.913043,0.92] predictive_accuracy 0.92 prior_entropy 1.584962500721156 recall 0.92 [1,0.84,0.92] relative_absolute_error 0.1996383427341553 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.16859641439790998 root_relative_squared_error 0.35764700371349867 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 0.98 [1,0.98,0.96] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9866666666666667 [1,0.96,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9933333333333334 [1,0.98,1] 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 0.856060606060606 [0.909091,0.75,0.909091] f_measure 0.856060606060606 [0.909091,0.75,0.909091] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.7954545454545453 [0.909091,0.727273,0.75] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 0.9326599326599326 [0.909091,0.888889,1] kappa 0.9 kappa 1 kappa 0.8 kappa 0.8 kappa 0.9 kappa 0.9 kappa 1 kappa 0.7000000000000001 kappa 0.9 kappa 0.9 kb_relative_information_score 13.482143116984858 kb_relative_information_score 13.639616405692966 kb_relative_information_score 12.701433851132348 kb_relative_information_score 12.206161665615292 kb_relative_information_score 13.478050967218948 kb_relative_information_score 11.862724000764388 kb_relative_information_score 13.839846376304173 kb_relative_information_score 11.291390313538939 kb_relative_information_score 12.291327515831602 kb_relative_information_score 12.16364493291993 mean_absolute_error 0.062469228316585634 mean_absolute_error 0.06178496909520457 mean_absolute_error 0.08362483157226186 mean_absolute_error 0.09997295992959741 mean_absolute_error 0.06239986704330942 mean_absolute_error 0.11825963730222892 mean_absolute_error 0.053355631592032715 mean_absolute_error 0.12435714769405252 mean_absolute_error 0.10885884447803115 mean_absolute_error 0.11219840623960599 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 0.8888888888888891 [0.833333,1,0.833333] precision 0.8888888888888891 [0.833333,1,0.833333] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.8333333333333334 [0.833333,0.666667,1] precision 0.9444444444444445 [1,1,0.833333] precision 0.9444444444444445 [0.833333,1,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 0.8 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 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 0.8666666666666667 [1,0.6,1] recall 0.8666666666666667 [1,0.6,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] recall 0.8 [1,0.8,0.6] recall 0.9333333333333333 [1,0.8,1] recall 0.9333333333333333 [1,0.8,1] relative_absolute_error 0.14055576371231765 relative_absolute_error 0.13901618046421024 relative_absolute_error 0.18815587103758916 relative_absolute_error 0.22493915984159407 relative_absolute_error 0.14039970084744616 relative_absolute_error 0.266084183930015 relative_absolute_error 0.12005017108207357 relative_absolute_error 0.2798035823116181 relative_absolute_error 0.24493240007557 relative_absolute_error 0.2524464140391134 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 0.11959129636035584 root_mean_squared_error 0.08377383135736334 root_mean_squared_error 0.1778390234844136 root_mean_squared_error 0.19979380798800525 root_mean_squared_error 0.12324083692850504 root_mean_squared_error 0.21178648931300892 root_mean_squared_error 0.07097388514676277 root_mean_squared_error 0.2541689537546005 root_mean_squared_error 0.1721809477471324 root_mean_squared_error 0.17904145713670716 root_relative_squared_error 0.25369144988189307 root_relative_squared_error 0.17771113271630956 root_relative_squared_error 0.3772535383962676 root_relative_squared_error 0.4238266694022045 root_relative_squared_error 0.2614332945337542 root_relative_squared_error 0.44926698827076256 root_relative_squared_error 0.1505583464232934 root_relative_squared_error 0.539173772300904 root_relative_squared_error 0.36525094722937174 root_relative_squared_error 0.3798042853646586 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 11.68539100012822 usercpu_time_millis 10.748080999974263 usercpu_time_millis 9.805469999946581 usercpu_time_millis 9.185134000063044 usercpu_time_millis 8.89731300026142 usercpu_time_millis 8.495684000081383 usercpu_time_millis 7.9650690001926705 usercpu_time_millis 7.954282000127932 usercpu_time_millis 8.16372200006299 usercpu_time_millis 8.05040199998075 usercpu_time_millis_testing 1.1797990000559366 usercpu_time_millis_testing 1.1167969998950866 usercpu_time_millis_testing 1.067895000005592 usercpu_time_millis_testing 1.0045930000615044 usercpu_time_millis_testing 0.9621160002097895 usercpu_time_millis_testing 0.9177270001146098 usercpu_time_millis_testing 0.8893500000795029 usercpu_time_millis_testing 0.8697820001088985 usercpu_time_millis_testing 0.8859839999786345 usercpu_time_millis_testing 0.8900099999209488 usercpu_time_millis_training 10.505592000072284 usercpu_time_millis_training 9.631284000079177 usercpu_time_millis_training 8.737574999940989 usercpu_time_millis_training 8.18054100000154 usercpu_time_millis_training 7.93519700005163 usercpu_time_millis_training 7.577956999966773 usercpu_time_millis_training 7.075719000113168 usercpu_time_millis_training 7.084500000019034 usercpu_time_millis_training 7.277738000084355 usercpu_time_millis_training 7.160392000059801