8803067 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) 6778148 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "median" 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 0.046911764302027044 7708 cache_size 200 7708 class_weight null 7708 coef0 0.034103522763821115 7708 decision_function_shape null 7708 degree 4 7708 gamma 0.11020374695183925 7708 kernel "sigmoid" 7708 max_iter -1 7708 probability true 7708 random_state 55288 7708 shrinking true 7708 tol 9.941250174259932e-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 18522139 description https://api.openml.org/data/download/18522139/description.xml -1 18522140 predictions https://api.openml.org/data/download/18522140/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score -0.00000000006826457081200042 mean_absolute_error 0.4444444444443344 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] predictive_accuracy 0.33333333333333337 prior_entropy 1.584962500721156 recall 0.3333333333333333 [1,0,0] relative_absolute_error 0.9999999999997548 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.4714045207910311 root_relative_squared_error 1 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 kb_relative_information_score -0.000000000006826457081200042 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 mean_absolute_error 0.4444444444443334 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] predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 predictive_accuracy 0.33333333333333337 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 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] recall 0.3333333333333333 [1,0,0] relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 relative_absolute_error 0.9999999999997498 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 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_mean_squared_error 0.47140452079103173 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 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 18.782301000001667 usercpu_time_millis 15.930939999996951 usercpu_time_millis 14.853414000000953 usercpu_time_millis 14.224739999995961 usercpu_time_millis 13.288785999996833 usercpu_time_millis 12.431959000004156 usercpu_time_millis 12.149970000002952 usercpu_time_millis 12.19331499999754 usercpu_time_millis 12.19206099999326 usercpu_time_millis 12.080320000002587 usercpu_time_millis_testing 1.2759290000019519 usercpu_time_millis_testing 1.1062129999999115 usercpu_time_millis_testing 1.0453310000002602 usercpu_time_millis_testing 1.0502169999995203 usercpu_time_millis_testing 0.9313819999974271 usercpu_time_millis_testing 0.8838689999990379 usercpu_time_millis_testing 0.8835830000037959 usercpu_time_millis_testing 0.8706260000010957 usercpu_time_millis_testing 0.8738199999953622 usercpu_time_millis_testing 0.8616590000016799 usercpu_time_millis_training 17.506371999999715 usercpu_time_millis_training 14.82472699999704 usercpu_time_millis_training 13.808083000000693 usercpu_time_millis_training 13.17452299999644 usercpu_time_millis_training 12.357403999999406 usercpu_time_millis_training 11.548090000005118 usercpu_time_millis_training 11.266386999999156 usercpu_time_millis_training 11.322688999996444 usercpu_time_millis_training 11.318240999997897 usercpu_time_millis_training 11.218661000000907