9185 3229 Test Test 119 Supervised Classification 31001 sklearn.ensemble._forest.RandomForestClassifier(7) 7368 Python_3.8.18. Sklearn_1.3.2. NumPy_1.23.5. SciPy_1.10.1. bootstrap true 31001 ccp_alpha 0.0 31001 class_weight null 31001 criterion "gini" 31001 max_depth null 31001 max_features "sqrt" 31001 max_leaf_nodes null 31001 max_samples null 31001 min_impurity_decrease 0.0 31001 min_samples_leaf 1 31001 min_samples_split 2 31001 min_weight_fraction_leaf 0.0 31001 n_estimators 100 31001 n_jobs null 31001 oob_score false 31001 random_state 4926 31001 verbose 0 31001 warm_start false 31001 openml-python Sklearn_1.3.2. 20 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 22701 description https://test.openml.org/data/download/22701/description.xml -1 22702 predictions https://test.openml.org/data/download/22702/predictions.arff area_under_roc_curve 0.8239940588711855 [0.823994,0.823994] average_cost 0 f_measure 0.7543505876839209 [0.808642,0.659341] kappa 0.4680187207488299 kb_relative_information_score 0.31431320865327356 mean_absolute_error 0.3195652173913044 mean_prior_absolute_error 0.45891381345926835 weighted_recall 0.7549407114624506 [0.813665,0.652174] number_of_instances 253 [161,92] precision 0.753857594348392 [0.803681,0.666667] predictive_accuracy 0.7549407114624507 prior_entropy 0.9463039989829052 relative_absolute_error 0.6963512712385763 root_mean_prior_squared_error 0.4812577690908881 root_mean_squared_error 0.40273521347643904 root_relative_squared_error 0.8368388820760635 total_cost 0 unweighted_recall 0.7329192546583851 [0.813665,0.652174] area_under_roc_curve 0.8239940588711855 [0.823994,0.823994] average_cost 0 f_measure 0.7543505876839209 [0.808642,0.659341] kappa 0.4680187207488299 kb_relative_information_score 0.31431320865327356 mean_absolute_error 0.3195652173913044 mean_prior_absolute_error 0.45891381345926835 weighted_recall 0.7549407114624506 [0.813665,0.652174] number_of_instances 253 [161,92] precision 0.753857594348392 [0.803681,0.666667] predictive_accuracy 0.7549407114624507 prior_entropy 0.9463039989829052 relative_absolute_error 0.6963512712385763 root_mean_prior_squared_error 0.4812577690908881 root_mean_squared_error 0.40273521347643904 root_relative_squared_error 0.8368388820760635 total_cost 0 usercpu_time_millis 141.109375000001 usercpu_time_millis_testing 8.69283500000062 usercpu_time_millis_training 132.41654000000037 wall_clock_time_millis 141.12043380737305 wall_clock_time_millis_training 132.42554664611816 wall_clock_time_millis_testing 8.694887161254883 unweighted_recall 0.7329192546583851 [0.813665,0.652174]