5970369 1 Jan van Rijn 14967 Supervised Classification 6970 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1) 4005102 class_weight null 6941 criterion "gini" 6941 max_depth 10 6941 max_features null 6941 max_leaf_nodes null 6941 min_impurity_split 1e-07 6941 min_samples_leaf 1 6941 min_samples_split 2 6941 min_weight_fraction_leaf 0.0 6941 presort false 6941 random_state 61158 6941 splitter "best" 6941 axis 0 6947 categorical_features [0, 1] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [0, 1] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse false 6948 threshold 0.0 6949 algorithm "SAMME" 6971 learning_rate 0.23011468708213859 6971 n_estimators 471 6971 random_state 30750 6971 openml-pimp openml-python Sklearn_0.18.1. study_71 23380 cjs https://www.openml.org/data/download/1910442/phpDAC5gS -1 12864107 description https://api.openml.org/data/download/12864107/description.xml -1 12864108 predictions https://api.openml.org/data/download/12864108/predictions.arff area_under_roc_curve 1 [1,1,1,1,1,1] average_cost 0 f_measure 1 [1,1,1,1,1,1] kappa 1 kb_relative_information_score 146.26159118676844 mean_absolute_error 0.2757620547854404 mean_prior_absolute_error 0.27287997162595995 number_of_instances 2796 [576,341,680,511,414,274] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 prior_entropy 2.5206634795042744 recall 1 [1,1,1,1,1,1] relative_absolute_error 1.0105617247843712 root_mean_prior_squared_error 0.3693707377543301 root_mean_squared_error 0.36997927124691543 root_relative_squared_error 1.0016474870107066 total_cost 0 area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 1 [1,1,1,1,1,1] area_under_roc_curve 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] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] f_measure 1 [1,1,1,1,1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 14.752399659098815 kb_relative_information_score 14.761664885399657 kb_relative_information_score 14.751495615328468 kb_relative_information_score 14.72401954328325 kb_relative_information_score 14.43133531736292 kb_relative_information_score 14.616220462183868 kb_relative_information_score 14.538041003794426 kb_relative_information_score 14.572351952805342 kb_relative_information_score 14.556001973561559 kb_relative_information_score 14.558060773949887 mean_absolute_error 0.27576965707118334 mean_absolute_error 0.27576040081968006 mean_absolute_error 0.2757604994183157 mean_absolute_error 0.2757548655598692 mean_absolute_error 0.2757705779325271 mean_absolute_error 0.2757618859831359 mean_absolute_error 0.275756359897227 mean_absolute_error 0.27575776589889117 mean_absolute_error 0.27576406324313824 mean_absolute_error 0.2757644521090339 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272904982835389 mean_prior_absolute_error 0.272804289453111 mean_prior_absolute_error 0.27287651677373237 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 mean_prior_absolute_error 0.2728747259382053 number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,51,41,28] number_of_instances 280 [58,34,68,52,41,27] number_of_instances 280 [58,35,68,51,41,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] number_of_instances 279 [57,34,68,51,42,27] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] precision 1 [1,1,1,1,1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 prior_entropy 2.5206634795042744 recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] recall 1 [1,1,1,1,1,1] relative_absolute_error 1.0104969656692646 relative_absolute_error 1.010463048181181 relative_absolute_error 1.0104634094740919 relative_absolute_error 1.010442765444848 relative_absolute_error 1.0108733205235245 relative_absolute_error 1.0105739007647774 relative_absolute_error 1.010560281642479 relative_absolute_error 1.0105654341961254 relative_absolute_error 1.0105885119810885 relative_absolute_error 1.0105899370522244 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36940459271455434 root_mean_prior_squared_error 0.36926827610333357 root_mean_prior_squared_error 0.36936606105183667 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_prior_squared_error 0.3693636368423697 root_mean_squared_error 0.3699894124342092 root_mean_squared_error 0.36997721235650105 root_mean_squared_error 0.36997728761746385 root_mean_squared_error 0.3699694328439698 root_mean_squared_error 0.36999078149584463 root_mean_squared_error 0.36997876690450354 root_mean_squared_error 0.3699715485862646 root_mean_squared_error 0.36997381671960544 root_mean_squared_error 0.36998180153259896 root_mean_squared_error 0.36998262532802473 root_relative_squared_error 1.0015831414421712 root_relative_squared_error 1.001550115112914 root_relative_squared_error 1.0015503188487753 root_relative_squared_error 1.0015290555140768 root_relative_squared_error 1.0019565866857973 root_relative_squared_error 1.0016588038731065 root_relative_squared_error 1.0016458353862112 root_relative_squared_error 1.0016519760376308 root_relative_squared_error 1.0016735937936767 root_relative_squared_error 1.0016758241037116 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 4986.251962 usercpu_time_millis 4898.150602999999 usercpu_time_millis 4892.902066 usercpu_time_millis 4922.254943999998 usercpu_time_millis 4943.246377000001 usercpu_time_millis 4835.570290999996 usercpu_time_millis 4905.442648000005 usercpu_time_millis 4884.093693999993 usercpu_time_millis 4887.36549899999 usercpu_time_millis 4812.1975400000065 usercpu_time_millis_testing 62.96772399999995 usercpu_time_millis_testing 63.63546000000042 usercpu_time_millis_testing 61.65651299999908 usercpu_time_millis_testing 61.88526400000072 usercpu_time_millis_testing 63.36854699999961 usercpu_time_millis_testing 61.40881599999659 usercpu_time_millis_testing 62.17984300000268 usercpu_time_millis_testing 61.67928400000022 usercpu_time_millis_testing 61.367628999995816 usercpu_time_millis_testing 61.51661700000233 usercpu_time_millis_training 4923.284238 usercpu_time_millis_training 4834.515142999999 usercpu_time_millis_training 4831.245553000001 usercpu_time_millis_training 4860.369679999998 usercpu_time_millis_training 4879.877830000001 usercpu_time_millis_training 4774.161475 usercpu_time_millis_training 4843.262805000002 usercpu_time_millis_training 4822.414409999993 usercpu_time_millis_training 4825.997869999995 usercpu_time_millis_training 4750.680923000004