278779 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 1244 weka.FilteredClassifier_Discretize_J48(4) 2166 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.supervised.attribute.Discretize -R first-last -precision 6" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 F weka.filters.supervised.attribute.Discretize 1244 W weka.classifiers.trees.J48 1244 R first-last 1245 precision 6 1245 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 935955 description https://api.openml.org/data/download/935955/weka_generated_run1281298766000833556.xml -1 935958 model_readable https://api.openml.org/data/download/935958/WekaModel_weka.classifiers.meta.FilteredClassifier6666204473525341088.model -1 935957 model_serialized https://api.openml.org/data/download/935957/WekaSerialized_weka.classifiers.meta.FilteredClassifier7792617403253949589.model -1 935956 predictions https://api.openml.org/data/download/935956/weka_generated_predictions3232567859273947973.arff area_under_roc_curve 0.441408 [0.452524,0.102273,0.440025] average_cost 0 f_measure 0.585621 [0.823529,0,0] kappa -0.021008 kb_relative_information_score 0.515009 mean_absolute_error 0.284192 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 0.99002 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.378869 root_relative_squared_error 1.009009 scimark_benchmark 1349.102751 [806.3987766376875, 1007.5581615570936, 528.1563344955795, 1071.2872788694497, 3332.113201164968] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5] 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 0.622222 [0.8,0,0] 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 0.533333 [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] f_measure 0.533333 [0.8,0,0] kappa -0.173913 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.774522 kb_relative_information_score 0.095672 kb_relative_information_score 0.095672 kb_relative_information_score 0.095672 kb_relative_information_score 0.148778 kb_relative_information_score 0.148778 kb_relative_information_score 0.148778 kb_relative_information_score 0.148778 kb_relative_information_score 0.2037 kb_relative_information_score 0.2037 mean_absolute_error 0.279506 mean_absolute_error 0.261545 mean_absolute_error 0.261545 mean_absolute_error 0.261545 mean_absolute_error 0.290809 mean_absolute_error 0.290809 mean_absolute_error 0.290809 mean_absolute_error 0.290809 mean_absolute_error 0.30727 mean_absolute_error 0.30727 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 0.583333 [0.75,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.444444 [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] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.666667 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 0.666667 [0.857143,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [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] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.056988 relative_absolute_error 0.989067 relative_absolute_error 0.989067 relative_absolute_error 0.989067 relative_absolute_error 0.981481 relative_absolute_error 0.981481 relative_absolute_error 0.981481 relative_absolute_error 0.981481 relative_absolute_error 0.979132 relative_absolute_error 0.979132 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 0.371831 root_mean_squared_error 0.343615 root_mean_squared_error 0.343615 root_mean_squared_error 0.343615 root_mean_squared_error 0.388578 root_mean_squared_error 0.388578 root_mean_squared_error 0.388578 root_mean_squared_error 0.388578 root_mean_squared_error 0.411687 root_mean_squared_error 0.411687 root_relative_squared_error 1.080752 root_relative_squared_error 0.99874 root_relative_squared_error 0.99874 root_relative_squared_error 0.99874 root_relative_squared_error 1.002539 root_relative_squared_error 1.002539 root_relative_squared_error 1.002539 root_relative_squared_error 1.002539 root_relative_squared_error 1.005155 root_relative_squared_error 1.005155 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