81438 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 378 weka.Bagging_REPTree(3) 819 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 40 378 P 100 378 S 1 378 W weka.classifiers.trees.REPTree 378 num-slots 1 378 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 239755 description https://api.openml.org/data/download/239755/weka_generated_run5930025895059672565.xml -1 239758 model_readable https://api.openml.org/data/download/239758/WekaModel_weka.classifiers.meta.Bagging7154142965247523595.model -1 239757 model_serialized https://api.openml.org/data/download/239757/WekaSerialized_weka.classifiers.meta.Bagging8602850315129787441.model -1 239756 predictions https://api.openml.org/data/download/239756/weka_generated_predictions6002707591611080911.arff area_under_roc_curve 0.351298 [0.366587,0.0625,0.334596] average_cost 0 build_cpu_time 0.0151 build_memory 908793828.8 f_measure 0.591053 [0.831169,0,0] kappa 0 kb_relative_information_score -3.288773 mean_absolute_error 0.289278 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 0.505679 [0.711111,0,0] predictive_accuracy 0.711111 prior_entropy 1.030501 recall 0.711111 [1,0,0] relative_absolute_error 1.007737 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.390143 root_relative_squared_error 1.039034 scimark_benchmark 943.476633 [543.3771399600645, 1015.5230404536866, 480.2065271424506, 910.8547536099744, 1767.4217034453668] total_cost 0 area_under_roc_curve 0.357143 [0.357143,0.0,0.357143] area_under_roc_curve 0.571429 [0.571429,0.0,0.571429] area_under_roc_curve 0.15873 [0.142857,0.0,0.214286] area_under_roc_curve 0.52381 [0.571429,0.0,0.357143] area_under_roc_curve 0.555556 [0.555556,0.0,0.555556] area_under_roc_curve 0.537037 [0.5,0.0,0.611111] area_under_roc_curve 0.148148 [0.166667,0.0,0.111111] area_under_roc_curve 0.425926 [0.444444,0.0,0.388889] area_under_roc_curve 0.101852 [0.111111,0.25,0] area_under_roc_curve 0.44709 [0.444444,0.5,0.428571] 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 build_cpu_time 0.015 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.015 build_cpu_time 0.015 build_cpu_time 0.015 build_cpu_time 0.015 build_cpu_time 0.015 build_cpu_time 0.015 build_cpu_time 0.014 build_memory 862596944 build_memory 889771536 build_memory 889771536 build_memory 889771536 build_memory 916946160 build_memory 916946160 build_memory 916946160 build_memory 916946160 build_memory 944121048 build_memory 944121048 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 0.533333 [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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -1.40094 kb_relative_information_score 0.510068 kb_relative_information_score 0.100948 kb_relative_information_score -0.126757 kb_relative_information_score -0.453526 kb_relative_information_score 0.270245 kb_relative_information_score -0.587109 kb_relative_information_score -0.432201 kb_relative_information_score -1.151464 kb_relative_information_score -0.018037 mean_absolute_error 0.292296 mean_absolute_error 0.244787 mean_absolute_error 0.255473 mean_absolute_error 0.261012 mean_absolute_error 0.298839 mean_absolute_error 0.287069 mean_absolute_error 0.308197 mean_absolute_error 0.300053 mean_absolute_error 0.335872 mean_absolute_error 0.309183 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 0.444444 [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 0.777778 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 0.777778 [1,0,0] 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 1.105355 relative_absolute_error 0.925692 relative_absolute_error 0.966103 relative_absolute_error 0.987048 relative_absolute_error 1.00858 relative_absolute_error 0.968858 relative_absolute_error 1.040163 relative_absolute_error 1.012679 relative_absolute_error 1.070273 relative_absolute_error 0.985226 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 0.367263 root_mean_squared_error 0.341742 root_mean_squared_error 0.355585 root_mean_squared_error 0.351613 root_mean_squared_error 0.403548 root_mean_squared_error 0.384253 root_mean_squared_error 0.415854 root_mean_squared_error 0.402932 root_mean_squared_error 0.443905 root_mean_squared_error 0.421346 root_relative_squared_error 1.067473 root_relative_squared_error 0.993296 root_relative_squared_error 1.03353 root_relative_squared_error 1.021986 root_relative_squared_error 1.04116 root_relative_squared_error 0.99138 root_relative_squared_error 1.07291 root_relative_squared_error 1.039571 root_relative_squared_error 1.083817 root_relative_squared_error 1.028737 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