10559681 3821 ray wright 317602 Supervised Classification area_under_roc_curve 18688 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,gradientboostingclassifier=sklearn.ensemble._gb.GradientBoostingClassifier)(1) 8276217 add_indicator false 18585 copy true 18585 fill_value null 18585 missing_values NaN 18585 strategy "mean" 18585 verbose 0 18585 memory null 18688 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}] 18688 verbose false 18688 ccp_alpha 0.0 18689 criterion "friedman_mse" 18689 init null 18689 learning_rate 0.1 18689 loss "deviance" 18689 max_depth 3 18689 max_features null 18689 max_leaf_nodes null 18689 min_impurity_decrease 0.0 18689 min_impurity_split null 18689 min_samples_leaf 1 18689 min_samples_split 2 18689 min_weight_fraction_leaf 0.0 18689 n_estimators 100 18689 n_iter_no_change null 18689 presort "deprecated" 18689 random_state 27685 18689 subsample 1.0 18689 tol 0.0001 18689 validation_fraction 0.1 18689 verbose 0 18689 warm_start false 18689 openml-python Sklearn_0.23.1. 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 22044508 description https://api.openml.org/data/download/22044508/description.xml -1 22044509 predictions https://api.openml.org/data/download/22044509/predictions.arff area_under_roc_curve 0.9971251266464033 [0.997125,0.997125] average_cost 0 f_measure 0.9791392041072109 [0.980322,0.977778] kappa 0.9581035666534167 kb_relative_information_score 0.8890009777033956 mean_absolute_error 0.0642371642419709 mean_prior_absolute_error 0.4984412696265334 weighted_recall 0.9791271347248577 [0.971631,0.987755] number_of_instances 1054 [564,490] precision 0.9793279855321656 [0.98917,0.968] predictive_accuracy 0.9791271347248576 prior_entropy 0.9969231113272649 relative_absolute_error 0.12887609465023198 root_mean_prior_squared_error 0.4989330322965259 root_mean_squared_error 0.14167120972308847 root_relative_squared_error 0.2839483468773229 total_cost 0 unweighted_recall 0.9796931538572875 [0.971631,0.987755] area_under_roc_curve 0.9971251266464033 [0.997125,0.997125] average_cost 0 f_measure 0.9791392041072109 [0.980322,0.977778] kappa 0.9581035666534167 kb_relative_information_score 0.8890009777033956 mean_absolute_error 0.0642371642419709 mean_prior_absolute_error 0.4984412696265334 weighted_recall 0.9791271347248577 [0.971631,0.987755] number_of_instances 1054 [564,490] precision 0.9793279855321656 [0.98917,0.968] predictive_accuracy 0.9791271347248576 prior_entropy 0.9969231113272649 relative_absolute_error 0.12887609465023198 root_mean_prior_squared_error 0.4989330322965259 root_mean_squared_error 0.14167120972308847 root_relative_squared_error 0.2839483468773229 total_cost 0 usercpu_time_millis 375 usercpu_time_millis_testing 0 usercpu_time_millis_training 375 wall_clock_time_millis 387.27545738220215 wall_clock_time_millis_training 382.3239803314209 wall_clock_time_millis_testing 4.95147705078125 unweighted_recall 0.9796931538572875 [0.971631,0.987755]