10154763 287 Hugo Spee 54 Supervised Classification predictive_accuracy 8876 sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1) 8080341 class_weight null 8847 criterion "gini" 8847 max_depth null 8847 max_features null 8847 max_leaf_nodes null 8847 min_impurity_decrease 0.0 8847 min_impurity_split null 8847 min_samples_leaf 1 8847 min_samples_split 2 8847 min_weight_fraction_leaf 0.0 8847 presort false 8847 random_state 29777 8847 splitter "best" 8847 memory null 8876 copy true 8877 fill_value null 8877 missing_values NaN 8877 strategy "mean" 8877 verbose 0 8877 auto-jupyter-notebook openml-python Sklearn_0.20.1. 55 hepatitis https://www.openml.org/data/download/55/dataset_55_hepatitis.arff -1 21230115 description https://api.openml.org/data/download/21230115/description.xml -1 21230114 predictions https://api.openml.org/data/download/21230114/predictions.arff area_under_roc_curve 0.6652693089430893 [0.665269,0.665269] average_cost 0 f_measure 0.7806451612903227 [0.46875,0.861789] kappa 0.33053861788617894 kb_relative_information_score 34.77441162492335 mean_absolute_error 0.21935483870967742 mean_prior_absolute_error 0.3298541195808502 number_of_instances 155 [32,123] precision 0.7806451612903226 [0.46875,0.861789] predictive_accuracy 0.7806451612903226 prior_entropy 0.741847828975694 recall 0.7806451612903226 [0.46875,0.861789] relative_absolute_error 0.6650056060794826 root_mean_prior_squared_error 0.40477565152564454 root_mean_squared_error 0.4683533267840396 root_relative_squared_error 1.1570689220529047 total_cost 0 area_under_roc_curve 0.7564102564102564 [0.75641,0.75641] area_under_roc_curve 0.9230769230769231 [0.923077,0.923077] area_under_roc_curve 0.6666666666666666 [0.666667,0.666667] area_under_roc_curve 0.5416666666666666 [0.541667,0.541667] area_under_roc_curve 0.7083333333333334 [0.708333,0.708333] area_under_roc_curve 0.7083333333333334 [0.708333,0.708333] area_under_roc_curve 0.625 [0.625,0.625] area_under_roc_curve 0.7083333333333334 [0.708333,0.708333] area_under_roc_curve 0.4166666666666667 [0.416667,0.416667] area_under_roc_curve 0.625 [0.625,0.625] 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 0.8221428571428571 [0.571429,0.88] f_measure 0.8854166666666666 [0.75,0.916667] f_measure 0.8482142857142857 [0.5,0.928571] f_measure 0.6714285714285715 [0.285714,0.8] f_measure 0.8028571428571428 [0.571429,0.88] f_measure 0.7545454545454545 [0.5,0.818182] f_measure 0.7839999999999999 [0.4,0.88] f_measure 0.7545454545454545 [0.5,0.818182] f_measure 0.6400000000000001 [0,0.8] f_measure 0.7839999999999999 [0.4,0.88] kappa 0.45454545454545453 kappa 0.673469387755102 kappa 0.4482758620689655 kappa 0.09090909090909091 kappa 0.45454545454545453 kappa 0.33333333333333326 kappa 0.2857142857142859 kappa 0.33333333333333326 kappa -0.1904761904761905 kappa 0.2857142857142859 kb_relative_information_score 4.588871534136488 kb_relative_information_score 8.081031201995819 kb_relative_information_score 8.08103120199582 kb_relative_information_score 0.17893755944985906 kb_relative_information_score 7.163256895168522 kb_relative_information_score 0.6378247128635092 kb_relative_information_score 4.12998438072284 kb_relative_information_score 0.637824712863507 kb_relative_information_score -2.854334954995823 kb_relative_information_score 4.12998438072284 mean_absolute_error 0.1875 mean_absolute_error 0.125 mean_absolute_error 0.125 mean_absolute_error 0.3125 mean_absolute_error 0.1875 mean_absolute_error 0.26666666666666666 mean_absolute_error 0.2 mean_absolute_error 0.26666666666666666 mean_absolute_error 0.3333333333333333 mean_absolute_error 0.2 mean_prior_absolute_error 0.31886942675159236 mean_prior_absolute_error 0.31886942675159236 mean_prior_absolute_error 0.31886942675159236 mean_prior_absolute_error 0.35509554140127386 mean_prior_absolute_error 0.35509554140127386 mean_prior_absolute_error 0.32611464968152865 mean_prior_absolute_error 0.32611464968152865 mean_prior_absolute_error 0.32611464968152865 mean_prior_absolute_error 0.32611464968152865 mean_prior_absolute_error 0.32611464968152865 number_of_instances 16 [3,13] number_of_instances 16 [3,13] number_of_instances 16 [3,13] number_of_instances 16 [4,12] number_of_instances 16 [4,12] number_of_instances 15 [3,12] number_of_instances 15 [3,12] number_of_instances 15 [3,12] number_of_instances 15 [3,12] number_of_instances 15 [3,12] precision 0.8385416666666666 [0.5,0.916667] precision 0.925 [0.6,1] precision 0.8916666666666667 [1,0.866667] precision 0.6602564102564104 [0.333333,0.769231] precision 0.8012820512820512 [0.666667,0.846154] precision 0.8 [0.4,0.9] precision 0.7769230769230769 [0.5,0.846154] precision 0.8 [0.4,0.9] precision 0.6153846153846154 [0,0.769231] precision 0.7769230769230769 [0.5,0.846154] predictive_accuracy 0.8125 predictive_accuracy 0.875 predictive_accuracy 0.875 predictive_accuracy 0.6875 predictive_accuracy 0.8125 predictive_accuracy 0.7333333333333333 predictive_accuracy 0.8 predictive_accuracy 0.7333333333333333 predictive_accuracy 0.6666666666666667 predictive_accuracy 0.8 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 prior_entropy 0.741847828975694 recall 0.8125 [0.666667,0.846154] recall 0.875 [1,0.846154] recall 0.875 [0.333333,1] recall 0.6875 [0.25,0.833333] recall 0.8125 [0.5,0.916667] recall 0.7333333333333333 [0.666667,0.75] recall 0.8 [0.333333,0.916667] recall 0.7333333333333333 [0.666667,0.75] recall 0.6666666666666666 [0,0.833333] recall 0.8 [0.333333,0.916667] relative_absolute_error 0.5880149812734082 relative_absolute_error 0.39200998751560545 relative_absolute_error 0.39200998751560545 relative_absolute_error 0.8800448430493275 relative_absolute_error 0.5280269058295964 relative_absolute_error 0.8177083333333335 relative_absolute_error 0.61328125 relative_absolute_error 0.8177083333333335 relative_absolute_error 1.0221354166666665 relative_absolute_error 0.61328125 root_mean_prior_squared_error 0.3909713995150439 root_mean_prior_squared_error 0.3909713995150439 root_mean_prior_squared_error 0.3909713995150439 root_mean_prior_squared_error 0.4348387630932109 root_mean_prior_squared_error 0.4348387630932109 root_mean_prior_squared_error 0.40012980165027495 root_mean_prior_squared_error 0.40012980165027495 root_mean_prior_squared_error 0.40012980165027495 root_mean_prior_squared_error 0.40012980165027495 root_mean_prior_squared_error 0.40012980165027495 root_mean_squared_error 0.4330127018922193 root_mean_squared_error 0.3535533905932738 root_mean_squared_error 0.3535533905932738 root_mean_squared_error 0.5590169943749475 root_mean_squared_error 0.4330127018922193 root_mean_squared_error 0.5163977794943222 root_mean_squared_error 0.4472135954999579 root_mean_squared_error 0.5163977794943222 root_mean_squared_error 0.5773502691896257 root_mean_squared_error 0.4472135954999579 root_relative_squared_error 1.107530378000342 root_relative_squared_error 0.9042947669108713 root_relative_squared_error 0.9042947669108713 root_relative_squared_error 1.2855730487282202 root_relative_squared_error 0.9958006016114986 root_relative_squared_error 1.2905756516123459 root_relative_squared_error 1.117671299801947 root_relative_squared_error 1.2905756516123459 root_relative_squared_error 1.4429074435556455 root_relative_squared_error 1.117671299801947 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0