7929045 3886 Benjamin Strang 9976 Supervised Classification 7122 sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1) 5958683 memory null 7122 axis 0 7123 copy true 7123 missing_values "NaN" 7123 strategy "mean" 7123 verbose 0 7123 class_weight null 7124 criterion "gini" 7124 max_depth null 7124 max_features null 7124 max_leaf_nodes null 7124 min_impurity_decrease 0.0 7124 min_impurity_split null 7124 min_samples_leaf 1 7124 min_samples_split 2 7124 min_weight_fraction_leaf 0.0 7124 presort false 7124 random_state 48521 7124 splitter "best" 7124 openml-python Sklearn_0.19.0. 1485 madelon https://www.openml.org/data/download/1590986/phpfLuQE4 -1 16781073 description https://api.openml.org/data/download/16781073/description.xml -1 16781074 predictions https://api.openml.org/data/download/16781074/predictions.arff area_under_roc_curve 0.7603846153846154 [0.760385,0.760385] average_cost 0 f_measure 0.7603803263342436 [0.759367,0.761394] kappa 0.5207692307692309 kb_relative_information_score 1354 mean_absolute_error 0.23961538461538462 mean_prior_absolute_error 0.5 number_of_instances 2600 [1300,1300] precision 0.7604032596416667 [0.762607,0.7582] predictive_accuracy 0.7603846153846153 prior_entropy 1 recall 0.7603846153846154 [0.756154,0.764615] relative_absolute_error 0.4792307692307693 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.48950524472714757 root_relative_squared_error 0.979010489454295 total_cost 0 area_under_roc_curve 0.7576923076923077 [0.757692,0.757692] area_under_roc_curve 0.7615384615384615 [0.761538,0.761538] area_under_roc_curve 0.7884615384615384 [0.788462,0.788462] area_under_roc_curve 0.7730769230769231 [0.773077,0.773077] area_under_roc_curve 0.7769230769230769 [0.776923,0.776923] area_under_roc_curve 0.7807692307692308 [0.780769,0.780769] area_under_roc_curve 0.7615384615384615 [0.761538,0.761538] area_under_roc_curve 0.6615384615384615 [0.661538,0.661538] area_under_roc_curve 0.7615384615384615 [0.761538,0.761538] area_under_roc_curve 0.7807692307692308 [0.780769,0.780769] 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 0.7576887232059647 [0.758621,0.756757] f_measure 0.7615384615384615 [0.761538,0.761538] f_measure 0.7880822181715793 [0.779116,0.797048] f_measure 0.7729929707732148 [0.768627,0.777358] f_measure 0.7767116796967545 [0.769841,0.783582] f_measure 0.7806102056224186 [0.786517,0.774704] f_measure 0.7615243505532872 [0.763359,0.75969] f_measure 0.661037037037037 [0.674074,0.648] f_measure 0.7615384615384615 [0.761538,0.761538] f_measure 0.7806102056224186 [0.774704,0.786517] kappa 0.5153846153846153 kappa 0.523076923076923 kappa 0.5769230769230769 kappa 0.5461538461538462 kappa 0.5538461538461539 kappa 0.5615384615384615 kappa 0.523076923076923 kappa 0.32307692307692304 kappa 0.523076923076923 kappa 0.5615384615384615 kb_relative_information_score 134 kb_relative_information_score 136 kb_relative_information_score 150 kb_relative_information_score 142 kb_relative_information_score 144 kb_relative_information_score 146 kb_relative_information_score 136 kb_relative_information_score 84 kb_relative_information_score 136 kb_relative_information_score 146 mean_absolute_error 0.2423076923076923 mean_absolute_error 0.23846153846153847 mean_absolute_error 0.21153846153846154 mean_absolute_error 0.22692307692307692 mean_absolute_error 0.2230769230769231 mean_absolute_error 0.21923076923076923 mean_absolute_error 0.23846153846153847 mean_absolute_error 0.3384615384615385 mean_absolute_error 0.23846153846153847 mean_absolute_error 0.21923076923076923 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] precision 0.7577075566601574 [0.755725,0.75969] precision 0.7615384615384615 [0.761538,0.761538] precision 0.7905417486143395 [0.815126,0.765957] precision 0.7734814814814814 [0.784,0.762963] precision 0.777975766215253 [0.795082,0.76087] precision 0.7815856625719542 [0.766423,0.796748] precision 0.7616003787878789 [0.757576,0.765625] precision 0.6625 [0.65,0.675] precision 0.7615384615384615 [0.761538,0.761538] precision 0.7815856625719542 [0.796748,0.766423] predictive_accuracy 0.7576923076923078 predictive_accuracy 0.7615384615384616 predictive_accuracy 0.7884615384615384 predictive_accuracy 0.7730769230769231 predictive_accuracy 0.7769230769230769 predictive_accuracy 0.7807692307692308 predictive_accuracy 0.7615384615384616 predictive_accuracy 0.6615384615384616 predictive_accuracy 0.7615384615384616 predictive_accuracy 0.7807692307692308 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.7576923076923077 [0.761538,0.753846] recall 0.7615384615384615 [0.761538,0.761538] recall 0.7884615384615384 [0.746154,0.830769] recall 0.7730769230769231 [0.753846,0.792308] recall 0.7769230769230769 [0.746154,0.807692] recall 0.7807692307692308 [0.807692,0.753846] recall 0.7615384615384615 [0.769231,0.753846] recall 0.6615384615384615 [0.7,0.623077] recall 0.7615384615384615 [0.761538,0.761538] recall 0.7807692307692308 [0.753846,0.807692] relative_absolute_error 0.4846153846153846 relative_absolute_error 0.47692307692307695 relative_absolute_error 0.4230769230769231 relative_absolute_error 0.45384615384615384 relative_absolute_error 0.4461538461538462 relative_absolute_error 0.43846153846153846 relative_absolute_error 0.47692307692307695 relative_absolute_error 0.676923076923077 relative_absolute_error 0.47692307692307695 relative_absolute_error 0.43846153846153846 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.4922475924854202 root_mean_squared_error 0.48832523840319625 root_mean_squared_error 0.45993310550389993 root_mean_squared_error 0.47636443708895493 root_mean_squared_error 0.4723101979387308 root_mean_squared_error 0.468220855185637 root_mean_squared_error 0.48832523840319625 root_mean_squared_error 0.5817744738827396 root_mean_squared_error 0.48832523840319625 root_mean_squared_error 0.468220855185637 root_relative_squared_error 0.9844951849708404 root_relative_squared_error 0.9766504768063925 root_relative_squared_error 0.9198662110077999 root_relative_squared_error 0.9527288741779099 root_relative_squared_error 0.9446203958774616 root_relative_squared_error 0.9364417103712739 root_relative_squared_error 0.9766504768063925 root_relative_squared_error 1.1635489477654792 root_relative_squared_error 0.9766504768063925 root_relative_squared_error 0.9364417103712739 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 1515.625 usercpu_time_millis 1421.875 usercpu_time_millis 1468.75 usercpu_time_millis 1484.375 usercpu_time_millis 1359.375 usercpu_time_millis 1281.25 usercpu_time_millis 1562.5 usercpu_time_millis 1515.625 usercpu_time_millis 1500 usercpu_time_millis 1421.875 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_training 1500 usercpu_time_millis_training 1421.875 usercpu_time_millis_training 1453.125 usercpu_time_millis_training 1484.375 usercpu_time_millis_training 1343.75 usercpu_time_millis_training 1281.25 usercpu_time_millis_training 1562.5 usercpu_time_millis_training 1500 usercpu_time_millis_training 1484.375 usercpu_time_millis_training 1421.875