415804 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1192 weka.MultiBoostAB_DecisionStump(3) 2046 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 10 -W weka.classifiers.trees.DecisionStump C 3 1192 P 100 1192 S 1 1192 I 10 1192 W weka.classifiers.trees.DecisionStump 1192 study_1 weka weka_3.7.12 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 1450661 description https://api.openml.org/data/download/1450661/weka_generated_run2415773702786372508.xml -1 1450664 model_readable https://api.openml.org/data/download/1450664/WekaModel_weka.classifiers.meta.MultiBoostAB477243391456913497.model -1 1450663 model_serialized https://api.openml.org/data/download/1450663/WekaSerialized_weka.classifiers.meta.MultiBoostAB2817634717122298024.model -1 1450662 predictions https://api.openml.org/data/download/1450662/weka_generated_predictions7069197418750339488.arff area_under_roc_curve 0.452927 [0.451322,0.147727,0.482639] average_cost 0 f_measure 0.585621 [0.823529,0,0] kappa -0.021008 kb_relative_information_score -9.24967 mean_absolute_error 0.28797 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.503371 [0.707865,0,0] predictive_accuracy 0.7 prior_entropy 1.030501 recall 0.7 [0.984375,0,0] relative_absolute_error 1.003182 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.424149 root_relative_squared_error 1.129598 scimark_benchmark 935.60515 [559.2307353210181, 1011.2595505536781, 441.50569840720266, 910.5383976697751, 1755.4913676401159] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.607143 [0.607143,0.0,0.607143] area_under_roc_curve 0.357143 [0.357143,0.0,0.357143] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.678571 [0.678571,0.0,0.678571] area_under_roc_curve 0.277778 [0.277778,0.0,0.277778] area_under_roc_curve 0.472222 [0.472222,0.0,0.472222] area_under_roc_curve 0.75 [0.75,0.0,0.75] area_under_roc_curve 0.509259 [0.5,0.0,0.527778] area_under_roc_curve 0.264881 [0.25,0.3125,0.285714] area_under_roc_curve 0.264881 [0.25,0.3125,0.285714] 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 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.47619 [0.714286,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa -0.2 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -3.526934 kb_relative_information_score 1.972028 kb_relative_information_score -3.195966 kb_relative_information_score -3.535789 kb_relative_information_score -0.057201 kb_relative_information_score 1.533811 kb_relative_information_score -3.095596 kb_relative_information_score -2.988801 kb_relative_information_score 1.956714 kb_relative_information_score 1.688063 mean_absolute_error 0.335168 mean_absolute_error 0.179538 mean_absolute_error 0.32908 mean_absolute_error 0.335247 mean_absolute_error 0.278297 mean_absolute_error 0.230554 mean_absolute_error 0.361018 mean_absolute_error 0.359377 mean_absolute_error 0.228986 mean_absolute_error 0.242439 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.313819 mean_prior_absolute_error 0.313819 number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,1,2] number_of_instances 9 [6,1,2] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.267482 relative_absolute_error 0.678945 relative_absolute_error 1.244459 relative_absolute_error 1.267778 relative_absolute_error 0.939252 relative_absolute_error 0.778119 relative_absolute_error 1.218434 relative_absolute_error 1.212899 relative_absolute_error 0.729675 relative_absolute_error 0.772544 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.409576 root_mean_prior_squared_error 0.409576 root_mean_squared_error 0.376737 root_mean_squared_error 0.380818 root_mean_squared_error 0.374895 root_mean_squared_error 0.376508 root_mean_squared_error 0.497456 root_mean_squared_error 0.461998 root_mean_squared_error 0.410586 root_mean_squared_error 0.411293 root_mean_squared_error 0.468391 root_mean_squared_error 0.460136 root_relative_squared_error 1.095009 root_relative_squared_error 1.106871 root_relative_squared_error 1.089657 root_relative_squared_error 1.094346 root_relative_squared_error 1.283446 root_relative_squared_error 1.191963 root_relative_squared_error 1.05932 root_relative_squared_error 1.061143 root_relative_squared_error 1.143602 root_relative_squared_error 1.123447 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 10 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 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0