7304579 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) 5336474 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 7382.571077610926 6953 cache_size 200 6953 class_weight null 6953 coef0 0.5006620616560917 6953 decision_function_shape null 6953 degree 5 6953 gamma 0.0022872042427465487 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 18876 6953 shrinking false 6953 tol 0.0033058597041407587 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 15537116 description https://api.openml.org/data/download/15537116/description.xml -1 15537117 predictions https://api.openml.org/data/download/15537117/predictions.arff area_under_roc_curve 0.9987999999999999 [1,0.9982,0.9982] average_cost 0 f_measure 0.9799979997999799 [1,0.969697,0.970297] kappa 0.97 kb_relative_information_score 136.9653374476893 mean_absolute_error 0.05309877386387146 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.980125383486728 [1,0.979592,0.960784] predictive_accuracy 0.98 prior_entropy 1.584962500721156 recall 0.98 [1,0.96,0.98] relative_absolute_error 0.11947224119371108 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.11632226005795789 root_relative_squared_error 0.2467567766697816 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 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 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 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kb_relative_information_score 13.982907145658595 kb_relative_information_score 14.349292644220165 kb_relative_information_score 14.093839624262271 kb_relative_information_score 13.885357819866618 kb_relative_information_score 13.797718677677317 kb_relative_information_score 12.194242548442444 kb_relative_information_score 14.459890611087529 kb_relative_information_score 13.43294537532952 kb_relative_information_score 13.005282605363746 kb_relative_information_score 13.76386039578112 mean_absolute_error 0.04498292062765755 mean_absolute_error 0.030603853155663326 mean_absolute_error 0.038915804325469434 mean_absolute_error 0.04600415140105364 mean_absolute_error 0.049191863964273774 mean_absolute_error 0.10269604399323133 mean_absolute_error 0.025628112391486792 mean_absolute_error 0.06287366256264398 mean_absolute_error 0.07545341819805376 mean_absolute_error 0.05463790801918089 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 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 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 1 [1,1,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.10121157141222945 relative_absolute_error 0.06885866960024246 relative_absolute_error 0.0875605597323062 relative_absolute_error 0.10350934065237068 relative_absolute_error 0.11068169391961596 relative_absolute_error 0.23106609898477043 relative_absolute_error 0.05766325288084526 relative_absolute_error 0.14146574076594892 relative_absolute_error 0.16977019094562093 relative_absolute_error 0.12293529304315695 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 0.08364744485468925 root_mean_squared_error 0.0440162127874156 root_mean_squared_error 0.08747925361316666 root_mean_squared_error 0.10660031807337292 root_mean_squared_error 0.11412325120045476 root_mean_squared_error 0.20337648956626259 root_mean_squared_error 0.035107532574278705 root_mean_squared_error 0.1330141824816474 root_mean_squared_error 0.15920765449021265 root_mean_squared_error 0.09327170202766381 root_relative_squared_error 0.17744302645703566 root_relative_squared_error 0.09337248763239478 root_relative_squared_error 0.1855715203290238 root_relative_squared_error 0.2261334233589746 root_relative_squared_error 0.24209197444469208 root_relative_squared_error 0.4314266847186581 root_relative_squared_error 0.07447432306200023 root_relative_squared_error 0.28216569128027325 root_relative_squared_error 0.33773043632050276 root_relative_squared_error 0.1978591589897164 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 10.979550002957694 usercpu_time_millis 9.649465995607898 usercpu_time_millis 8.891530000255443 usercpu_time_millis 8.714677001989912 usercpu_time_millis 7.798534999892581 usercpu_time_millis 8.08721300563775 usercpu_time_millis 7.350620006036479 usercpu_time_millis 6.972007002332248 usercpu_time_millis 6.718099000863731 usercpu_time_millis 6.461744000262115 usercpu_time_millis_testing 1.3773160026175901 usercpu_time_millis_testing 1.2051559970132075 usercpu_time_millis_testing 1.0828680024133064 usercpu_time_millis_testing 1.0384870038251393 usercpu_time_millis_testing 1.0282520015607588 usercpu_time_millis_testing 0.9880440047709271 usercpu_time_millis_testing 0.9381440031575039 usercpu_time_millis_testing 0.9371400010422803 usercpu_time_millis_testing 0.8876680003595538 usercpu_time_millis_testing 0.8805469988146797 usercpu_time_millis_training 9.602234000340104 usercpu_time_millis_training 8.44430999859469 usercpu_time_millis_training 7.808661997842137 usercpu_time_millis_training 7.676189998164773 usercpu_time_millis_training 6.7702829983318225 usercpu_time_millis_training 7.099169000866823 usercpu_time_millis_training 6.412476002878975 usercpu_time_millis_training 6.0348670012899674 usercpu_time_millis_training 5.830431000504177 usercpu_time_millis_training 5.5811970014474355