10228009 8637 joe zhou 9979 Supervised Classification 9767 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(2) 8153352 copy true 9559 fill_value null 9559 missing_values NaN 9559 strategy "mean" 9559 verbose 0 9559 class_weight null 9614 criterion "gini" 9614 max_depth null 9614 max_features null 9614 max_leaf_nodes null 9614 min_impurity_decrease 0.0 9614 min_impurity_split null 9614 min_samples_leaf 1 9614 min_samples_split 2 9614 min_weight_fraction_leaf 0.0 9614 presort false 9614 random_state 57268 9614 splitter "best" 9614 memory null 9767 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}] 9767 openml-python Sklearn_0.20.3. 1466 cardiotocography https://www.openml.org/data/download/1586231/php9HX2u8 -1 21376982 description https://api.openml.org/data/download/21376982/description.xml -1 21376983 predictions https://api.openml.org/data/download/21376983/predictions.arff area_under_roc_curve 0.9992731085548624 [1,1,0.999518,0.993583,0.993056,1,1,1,0.992754,1] average_cost 0 f_measure 0.9985942485324485 [1,1,0.981481,0.987654,0.993007,1,1,1,0.992701,1] kappa 0.9983188860682889 kb_relative_information_score 2118.0658754628234 mean_absolute_error 0.00028222013170272817 mean_prior_absolute_error 0.16793207690762982 number_of_instances 2126 [384,579,53,81,72,332,252,107,69,197] precision 0.9986231078422988 [1,1,0.963636,0.987654,1,1,1,1,1,1] predictive_accuracy 0.9985888993414863 prior_entropy 2.917360991598818 recall 0.9985888993414863 [1,1,1,0.987654,0.986111,1,1,1,0.985507,1] relative_absolute_error 0.0016805611941425693 root_mean_prior_squared_error 0.2897201918578885 root_mean_squared_error 0.01679940867122198 root_relative_squared_error 0.057984942518132486 total_cost 0 area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 0.9975961538461539 [1,1,0.997596,1,1,1,1,1,0.928571,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 0.9951218351418238 [1,1,0.997573,0.935049,0.9375,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1,1,1,1,1] 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 [1,1,1,1,1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 0.9953379953379954 [1,1,0.909091,1,1,1,1,1,0.923077,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 0.9905902273826801 [1,1,0.923077,0.875,0.933333,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1,1,1,1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9944041614123581 kappa 1 kappa 1 kappa 0.9887682119205298 kappa 1 kappa 1 kb_relative_information_score 212.48283860305793 kb_relative_information_score 212.48283860305793 kb_relative_information_score 212.41108324980763 kb_relative_information_score 212.41108324980763 kb_relative_information_score 210.7042378090464 kb_relative_information_score 212.8213566163082 kb_relative_information_score 211.7070609350143 kb_relative_information_score 209.08166743396438 kb_relative_information_score 212.39996044567087 kb_relative_information_score 211.56374851707355 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.0009389671361502348 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.0018867924528301887 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.16791334775192993 mean_prior_absolute_error 0.16791334775192993 mean_prior_absolute_error 0.16789048900142436 mean_prior_absolute_error 0.16789048900142436 mean_prior_absolute_error 0.16789048900142436 mean_prior_absolute_error 0.16803423537479567 mean_prior_absolute_error 0.1679033283866866 mean_prior_absolute_error 0.16798812804748792 mean_prior_absolute_error 0.16798812804748792 mean_prior_absolute_error 0.1679090700303867 number_of_instances 213 [38,58,5,8,7,34,25,11,7,20] number_of_instances 213 [38,58,5,8,7,34,25,11,7,20] number_of_instances 213 [39,58,5,8,7,33,25,11,7,20] number_of_instances 213 [39,58,5,8,7,33,25,11,7,20] number_of_instances 213 [39,58,5,8,7,33,25,11,7,20] number_of_instances 213 [39,57,5,8,7,33,26,11,7,20] number_of_instances 212 [38,58,6,9,7,33,26,10,6,19] number_of_instances 212 [38,58,6,8,8,33,25,10,7,19] number_of_instances 212 [38,58,6,8,8,33,25,10,7,19] number_of_instances 212 [38,58,5,8,7,33,25,11,7,20] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 0.9960876369327074 [1,1,0.833333,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 0.9912398921832883 [1,1,0.857143,0.875,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] precision 1 [1,1,1,1,1,1,1,1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9953051643192488 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9905660377358491 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 prior_entropy 2.917360991598818 recall 1 [1,1,1,1,1,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 0.9953051643192489 [1,1,1,1,1,1,1,1,0.857143,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 0.9905660377358491 [1,1,1,0.875,0.875,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] recall 1 [1,1,1,1,1,1,1,1,1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.0055927357275269395 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.011231701161029777 relative_absolute_error 0 relative_absolute_error 0 root_mean_prior_squared_error 0.2896878672200002 root_mean_prior_squared_error 0.2896878672200002 root_mean_prior_squared_error 0.28964841042886275 root_mean_prior_squared_error 0.28964841042886275 root_mean_prior_squared_error 0.28964841042886275 root_mean_prior_squared_error 0.28989644364382644 root_mean_prior_squared_error 0.28967057332291984 root_mean_prior_squared_error 0.289816908944303 root_mean_prior_squared_error 0.289816908944303 root_mean_prior_squared_error 0.28968048379711253 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.030642570651794782 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.04343722427630694 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1057922969659126 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1498781573322718 root_relative_squared_error 0 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 10.433351999949991 usercpu_time_millis 10.041177999937645 usercpu_time_millis 9.93896199986466 usercpu_time_millis 10.043198000175835 usercpu_time_millis 10.381961999996747 usercpu_time_millis 10.213432000000466 usercpu_time_millis 10.294437000084145 usercpu_time_millis 10.17848900005447 usercpu_time_millis 10.241868999969483 usercpu_time_millis 10.00427100007073 usercpu_time_millis_testing 0.6514870000273731 usercpu_time_millis_testing 0.6092070000249805 usercpu_time_millis_testing 0.6492519999028445 usercpu_time_millis_testing 0.6344550000676463 usercpu_time_millis_testing 0.6797239999514204 usercpu_time_millis_testing 0.6689320000532462 usercpu_time_millis_testing 0.642652999999882 usercpu_time_millis_testing 0.6364800000255855 usercpu_time_millis_testing 0.6157560000019657 usercpu_time_millis_testing 0.644127000100525 usercpu_time_millis_training 9.781864999922618 usercpu_time_millis_training 9.431970999912664 usercpu_time_millis_training 9.289709999961815 usercpu_time_millis_training 9.408743000108188 usercpu_time_millis_training 9.702238000045327 usercpu_time_millis_training 9.54449999994722 usercpu_time_millis_training 9.651784000084263 usercpu_time_millis_training 9.542009000028884 usercpu_time_millis_training 9.626112999967518 usercpu_time_millis_training 9.360143999970205