206235 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1182 weka.AdaBoostM1_DecisionStump(12) 2028 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump P 100 1182 S 1 1182 I 40 1182 W weka.classifiers.trees.DecisionStump 1182 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 682534 description https://api.openml.org/data/download/682534/weka_generated_run5895780467154871131.xml -1 682537 model_readable https://api.openml.org/data/download/682537/WekaModel_weka.classifiers.meta.AdaBoostM17026216170552805334.model -1 682536 model_serialized https://api.openml.org/data/download/682536/WekaSerialized_weka.classifiers.meta.AdaBoostM17650067202995120424.model -1 682535 predictions https://api.openml.org/data/download/682535/weka_generated_predictions3955702334600065898.arff area_under_roc_curve 0.432708 [0.426382,0.176136,0.47096] average_cost 0 f_measure 0.585621 [0.823529,0,0] kappa -0.021008 kb_relative_information_score -27.12243 mean_absolute_error 0.351226 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] 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 1.223541 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.402767 root_relative_squared_error 1.072654 scimark_benchmark 1304.961083 [780.7702172410103, 1005.1930475889384, 543.6667397660632, 1100.0587970216386, 3095.1166140229348] 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 0.285714 [0.285714,0.0,0.285714] 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 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] 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 0.421627 [0.416667,0.4375,0.428571] 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 -3.61456 kb_relative_information_score -3.195966 kb_relative_information_score -3.535789 kb_relative_information_score -3.746804 kb_relative_information_score -3.044185 kb_relative_information_score -3.095596 kb_relative_information_score -2.988801 kb_relative_information_score 0.324306 kb_relative_information_score -0.698102 mean_absolute_error 0.335168 mean_absolute_error 0.340277 mean_absolute_error 0.32908 mean_absolute_error 0.335247 mean_absolute_error 0.383806 mean_absolute_error 0.361 mean_absolute_error 0.361018 mean_absolute_error 0.359377 mean_absolute_error 0.339389 mean_absolute_error 0.367896 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 1.286801 relative_absolute_error 1.244459 relative_absolute_error 1.267778 relative_absolute_error 1.295345 relative_absolute_error 1.218377 relative_absolute_error 1.218434 relative_absolute_error 1.212899 relative_absolute_error 1.081479 relative_absolute_error 1.172319 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 0.388137 root_mean_squared_error 0.374895 root_mean_squared_error 0.376508 root_mean_squared_error 0.441582 root_mean_squared_error 0.414066 root_mean_squared_error 0.410586 root_mean_squared_error 0.411293 root_mean_squared_error 0.410727 root_mean_squared_error 0.417662 root_relative_squared_error 1.095009 root_relative_squared_error 1.128146 root_relative_squared_error 1.089657 root_relative_squared_error 1.094346 root_relative_squared_error 1.13929 root_relative_squared_error 1.068297 root_relative_squared_error 1.05932 root_relative_squared_error 1.061143 root_relative_squared_error 1.002812 root_relative_squared_error 1.019743 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 10 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 10 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