10154613 7789 Sarim Zafar 24 Supervised Classification 8945 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,decisiontreeclassifier=sklearn.tree.tree.DecisionTreeClassifier)(2) 8080244 class_weight null 8906 criterion "gini" 8906 max_depth null 8906 max_features null 8906 max_leaf_nodes null 8906 min_impurity_decrease 0.0 8906 min_impurity_split null 8906 min_samples_leaf 1 8906 min_samples_split 2 8906 min_weight_fraction_leaf 0.0 8906 presort false 8906 random_state 13758 8906 splitter "best" 8906 memory null 8945 copy true 8946 fill_value null 8946 missing_values NaN 8946 strategy "mean" 8946 verbose 0 8946 openml-python Sklearn_0.20.2. 24 mushroom https://www.openml.org/data/download/24/dataset_24_mushroom.arff -1 21229793 description https://api.openml.org/data/download/21229793/description.xml -1 21229794 predictions https://api.openml.org/data/download/21229794/predictions.arff area_under_roc_curve 1 [1,1] average_cost 0 f_measure 1 [1,1] kappa 1 kb_relative_information_score 8123.996269144268 mean_absolute_error 0 mean_prior_absolute_error 0.49935421348134423 number_of_instances 8124 [4208,3916] precision 1 [1,1] predictive_accuracy 1 prior_entropy 0.9990683557398777 recall 1 [1,1] relative_absolute_error 0 root_mean_prior_squared_error 0.49967692289019955 root_mean_squared_error 0 root_relative_squared_error 0 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 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] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 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 813.0111286820394 kb_relative_information_score 813.0111286820394 kb_relative_information_score 813.0111286820394 kb_relative_information_score 813.0111286820394 kb_relative_information_score 811.9573506995503 kb_relative_information_score 811.9573506995503 kb_relative_information_score 811.9573506995503 kb_relative_information_score 811.9573506995503 kb_relative_information_score 812.0611758090079 kb_relative_information_score 812.0611758090079 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.49935911000753513 mean_prior_absolute_error 0.49935911000753513 mean_prior_absolute_error 0.49935911000753513 mean_prior_absolute_error 0.49935911000753513 mean_prior_absolute_error 0.49933619386290923 mean_prior_absolute_error 0.49933619386290923 mean_prior_absolute_error 0.49933619386290923 mean_prior_absolute_error 0.49933619386290923 mean_prior_absolute_error 0.4993804476053816 mean_prior_absolute_error 0.4993804476053816 number_of_instances 813 [421,392] number_of_instances 813 [421,392] number_of_instances 813 [421,392] number_of_instances 813 [421,392] number_of_instances 812 [421,391] number_of_instances 812 [421,391] number_of_instances 812 [421,391] number_of_instances 812 [421,391] number_of_instances 812 [420,392] number_of_instances 812 [420,392] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 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 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 prior_entropy 0.9990683557398777 recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 root_mean_prior_squared_error 0.4996818225583471 root_mean_prior_squared_error 0.4996818225583471 root_mean_prior_squared_error 0.4996818225583471 root_mean_prior_squared_error 0.4996818225583471 root_mean_prior_squared_error 0.4996588912954573 root_mean_prior_squared_error 0.4996588912954573 root_mean_prior_squared_error 0.4996588912954573 root_mean_prior_squared_error 0.4996588912954573 root_mean_prior_squared_error 0.4997031732869804 root_mean_prior_squared_error 0.4997031732869804 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 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 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 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 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 10.492999999982544 usercpu_time_millis 10.00999999999408 usercpu_time_millis 9.088000000005536 usercpu_time_millis 9.349999999983538 usercpu_time_millis 9.714000000030865 usercpu_time_millis 10.097000000001799 usercpu_time_millis 10.075000000014711 usercpu_time_millis 9.812999999994076 usercpu_time_millis 10.983000000010179 usercpu_time_millis 9.917999999998983 usercpu_time_millis_testing 0.6939999999815427 usercpu_time_millis_testing 0.9739999999993643 usercpu_time_millis_testing 0.6209999999953197 usercpu_time_millis_testing 0.7559999999813272 usercpu_time_millis_testing 0.6840000000067903 usercpu_time_millis_testing 0.6900000000058526 usercpu_time_millis_testing 0.9700000000094633 usercpu_time_millis_testing 0.6740000000036162 usercpu_time_millis_testing 1.512000000005287 usercpu_time_millis_testing 0.6760000000127775 usercpu_time_millis_training 9.799000000001001 usercpu_time_millis_training 9.035999999994715 usercpu_time_millis_training 8.467000000010216 usercpu_time_millis_training 8.594000000002211 usercpu_time_millis_training 9.030000000024074 usercpu_time_millis_training 9.406999999995946 usercpu_time_millis_training 9.105000000005248 usercpu_time_millis_training 9.13899999999046 usercpu_time_millis_training 9.471000000004892 usercpu_time_millis_training 9.241999999986206