10560187 6691 Sergey Redyuk 146819 Supervised Classification 18916 sklearn.pipeline.Pipeline(imputation=sklearn.preprocessing.imputation.Imputer,classifier=sklearn.tree.tree.DecisionTreeClassifier)(3) 8276606 Python_3.6.14. Sklearn_0.18.1. NumPy_1.16.6. SciPy_0.19.0. axis 0 18879 copy true 18879 missing_values "NaN" 18879 strategy "median" 18879 verbose 0 18879 class_weight null 18895 criterion "entropy" 18895 max_depth 0.2801630246326896 18895 max_features 1.0 18895 max_leaf_nodes null 18895 min_impurity_split 1e-07 18895 min_samples_leaf 18 18895 min_samples_split 16 18895 min_weight_fraction_leaf 0.0 18895 presort false 18895 random_state 46363 18895 splitter "best" 18895 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "imputation", "step_name": "imputation"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "classifier", "step_name": "classifier"}}] 18916 openml-python Sklearn_0.18.1. 40994 climate-model-simulation-crashes https://www.openml.org/data/download/18237248/phpJem85A -1 22046450 description https://api.openml.org/data/download/22046450/description.xml -1 22046451 predictions https://api.openml.org/data/download/22046451/predictions.arff area_under_roc_curve 0.47148389368068994 [0.471484,0.471484] average_cost 0 kappa 0 kb_relative_information_score 0.004699469112246352 mean_absolute_error 0.15587562871513544 mean_prior_absolute_error 0.15712723793904684 weighted_recall 0.9148148148148149 [0,1] number_of_instances 540 [46,494] predictive_accuracy 0.9148148148148149 prior_entropy 0.420212492518953 relative_absolute_error 0.9920344222915893 root_mean_prior_squared_error 0.2791612659332496 root_mean_squared_error 0.2791916463833625 root_relative_squared_error 1.000108827598311 total_cost 0 unweighted_recall 0.5 [0,1] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 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 0.0010416512816732353 kb_relative_information_score 0.0010416512816732353 kb_relative_information_score 0.0010416512816732353 kb_relative_information_score 0.0010416512816732353 kb_relative_information_score 0.006793609185487877 kb_relative_information_score 0.006793609185487877 kb_relative_information_score 0.006793609185487877 kb_relative_information_score 0.006793609185487877 kb_relative_information_score 0.006793609185487877 kb_relative_information_score 0.006793609185487877 mean_absolute_error 0.14769090077732056 mean_absolute_error 0.14769090077732056 mean_absolute_error 0.14769090077732056 mean_absolute_error 0.14769090077732056 mean_absolute_error 0.16133211400701122 mean_absolute_error 0.16133211400701122 mean_absolute_error 0.16133211400701122 mean_absolute_error 0.16133211400701122 mean_absolute_error 0.16133211400701122 mean_absolute_error 0.16133211400701122 mean_prior_absolute_error 0.1479431460981276 mean_prior_absolute_error 0.1479431460981276 mean_prior_absolute_error 0.1479431460981276 mean_prior_absolute_error 0.1479431460981276 mean_prior_absolute_error 0.1632499658329916 mean_prior_absolute_error 0.1632499658329916 mean_prior_absolute_error 0.1632499658329916 mean_prior_absolute_error 0.1632499658329916 mean_prior_absolute_error 0.1632499658329916 mean_prior_absolute_error 0.1632499658329916 number_of_instances 54 [4,50] number_of_instances 54 [4,50] number_of_instances 54 [4,50] number_of_instances 54 [4,50] number_of_instances 54 [5,49] number_of_instances 54 [5,49] number_of_instances 54 [5,49] number_of_instances 54 [5,49] number_of_instances 54 [5,49] number_of_instances 54 [5,49] predictive_accuracy 0.9259259259259259 predictive_accuracy 0.9259259259259259 predictive_accuracy 0.9259259259259259 predictive_accuracy 0.9259259259259259 predictive_accuracy 0.9074074074074074 predictive_accuracy 0.9074074074074074 predictive_accuracy 0.9074074074074074 predictive_accuracy 0.9074074074074074 predictive_accuracy 0.9074074074074074 predictive_accuracy 0.9074074074074074 prior_entropy 0.3824714273712947 prior_entropy 0.3824714273712947 prior_entropy 0.3824714273712947 prior_entropy 0.3824714273712947 prior_entropy 0.4453732026173935 prior_entropy 0.4453732026173935 prior_entropy 0.4453732026173935 prior_entropy 0.4453732026173935 prior_entropy 0.4453732026173935 prior_entropy 0.4453732026173935 relative_absolute_error 0.9982949847461016 relative_absolute_error 0.9982949847461016 relative_absolute_error 0.9982949847461016 relative_absolute_error 0.9982949847461016 relative_absolute_error 0.988252053737381 relative_absolute_error 0.988252053737381 relative_absolute_error 0.988252053737381 relative_absolute_error 0.988252053737381 relative_absolute_error 0.988252053737381 relative_absolute_error 0.988252053737381 root_mean_prior_squared_error 0.2621963397085025 root_mean_prior_squared_error 0.2621963397085025 root_mean_prior_squared_error 0.2621963397085025 root_mean_prior_squared_error 0.2621963397085025 root_mean_prior_squared_error 0.2899202309108498 root_mean_prior_squared_error 0.2899202309108498 root_mean_prior_squared_error 0.2899202309108498 root_mean_prior_squared_error 0.2899202309108498 root_mean_prior_squared_error 0.2899202309108498 root_mean_prior_squared_error 0.2899202309108498 root_mean_squared_error 0.26218222940241115 root_mean_squared_error 0.26218222940241115 root_mean_squared_error 0.26218222940241115 root_mean_squared_error 0.26218222940241115 root_mean_squared_error 0.2899774900588121 root_mean_squared_error 0.2899774900588121 root_mean_squared_error 0.2899774900588121 root_mean_squared_error 0.2899774900588121 root_mean_squared_error 0.2899774900588121 root_mean_squared_error 0.2899774900588121 root_relative_squared_error 0.9999461841988068 root_relative_squared_error 0.9999461841988068 root_relative_squared_error 0.9999461841988068 root_relative_squared_error 0.9999461841988068 root_relative_squared_error 1.0001974996632088 root_relative_squared_error 1.0001974996632088 root_relative_squared_error 1.0001974996632088 root_relative_squared_error 1.0001974996632088 root_relative_squared_error 1.0001974996632088 root_relative_squared_error 1.0001974996632088 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 unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] unweighted_recall 0.5 [0,1] usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis 15.625 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 wall_clock_time_millis 1.8846988677978516 wall_clock_time_millis 1.821279525756836 wall_clock_time_millis 1.810312271118164 wall_clock_time_millis 1.8222332000732422 wall_clock_time_millis 1.8310546875 wall_clock_time_millis 1.7864704132080078 wall_clock_time_millis 1.867532730102539 wall_clock_time_millis 1.787424087524414 wall_clock_time_millis 1.9762516021728516 wall_clock_time_millis 1.7924308776855469 wall_clock_time_millis_testing 0.1666545867919922 wall_clock_time_millis_testing 0.156402587890625 wall_clock_time_millis_testing 0.1709461212158203 wall_clock_time_millis_testing 0.16164779663085938 wall_clock_time_millis_testing 0.1595020294189453 wall_clock_time_millis_testing 0.15735626220703125 wall_clock_time_millis_testing 0.164031982421875 wall_clock_time_millis_testing 0.15807151794433594 wall_clock_time_millis_testing 0.16260147094726562 wall_clock_time_millis_testing 0.15687942504882812 wall_clock_time_millis_training 1.7180442810058594 wall_clock_time_millis_training 1.664876937866211 wall_clock_time_millis_training 1.6393661499023438 wall_clock_time_millis_training 1.6605854034423828 wall_clock_time_millis_training 1.6715526580810547 wall_clock_time_millis_training 1.6291141510009766 wall_clock_time_millis_training 1.703500747680664 wall_clock_time_millis_training 1.6293525695800781 wall_clock_time_millis_training 1.813650131225586 wall_clock_time_millis_training 1.6355514526367188 weighted_recall 0.9259259259259259 [0,1] weighted_recall 0.9259259259259259 [0,1] weighted_recall 0.9259259259259259 [0,1] weighted_recall 0.9259259259259259 [0,1] weighted_recall 0.9074074074074074 [0,1] weighted_recall 0.9074074074074074 [0,1] weighted_recall 0.9074074074074074 [0,1] weighted_recall 0.9074074074074074 [0,1] weighted_recall 0.9074074074074074 [0,1] weighted_recall 0.9074074074074074 [0,1]