25509 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 533 weka.Bagging_RandomTree(2) 815 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 I 40 533 P 100 533 S 1 533 W weka.classifiers.trees.RandomTree 533 num-slots 1 533 K 0 421 M 1.0 421 S 1 421 V 0.001 421 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51636 description https://api.openml.org/data/download/51636/weka_generated_run2264686607055037054.xml -1 51639 model_readable https://api.openml.org/data/download/51639/WekaModel_weka.classifiers.meta.Bagging5985596560844795084.model -1 51638 model_serialized https://api.openml.org/data/download/51638/WekaSerialized_weka.classifiers.meta.Bagging1523269465679655974.model -1 51637 predictions https://api.openml.org/data/download/51637/weka_generated_predictions2526018971595029025.arff area_under_roc_curve 0.991667 [1,0.99,0.985] average_cost 0 build_cpu_time 0.0053 build_memory 475748151.2 f_measure 0.953329 [1,0.930693,0.929293] kappa 0.93 kb_relative_information_score 139.785242 mean_absolute_error 0.034889 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_55, x86_64, Mac OS X, 10.9.4] precision 0.953448 [1,0.921569,0.938776] predictive_accuracy 0.953333 prior_entropy 1.584963 recall 0.953333 [1,0.94,0.92] relative_absolute_error 0.0785 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.149722 root_relative_squared_error 0.317608 scimark_benchmark 1464.395763 [981.84106563973681155.2488176445806614.79634389862711235.9452788075343334.1473108528967] total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.986667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 0.98 [1,0.97,0.97] area_under_roc_curve 1 [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 build_cpu_time 0.005 build_cpu_time 0.006 build_cpu_time 0.005 build_cpu_time 0.006 build_cpu_time 0.005 build_cpu_time 0.005 build_cpu_time 0.005 build_cpu_time 0.005 build_cpu_time 0.005 build_cpu_time 0.006 build_memory 455165128 build_memory 455177616 build_memory 467267120 build_memory 467273384 build_memory 479379280 build_memory 479383440 build_memory 479387600 build_memory 491477104 build_memory 491483344 build_memory 491487496 f_measure 0.93266 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.861111 [1,0.833333,0.75] f_measure 0.866667 [1,0.8,0.8] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.8 kappa 1 kb_relative_information_score 13.869744 kb_relative_information_score 14.656661 kb_relative_information_score 14.473242 kb_relative_information_score 13.72943 kb_relative_information_score 14.857408 kb_relative_information_score 13.141027 kb_relative_information_score 14.953311 kb_relative_information_score 12.554578 kb_relative_information_score 12.953311 kb_relative_information_score 14.596532 mean_absolute_error 0.034444 mean_absolute_error 0.015556 mean_absolute_error 0.02 mean_absolute_error 0.04 mean_absolute_error 0.006667 mean_absolute_error 0.066667 mean_absolute_error 0.002222 mean_absolute_error 0.076667 mean_absolute_error 0.067778 mean_absolute_error 0.018889 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.944444 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.904762 [1,0.714286,1] precision 0.866667 [1,0.8,0.8] precision 1 [1,1,1] predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.866667 predictive_accuracy 0.866667 predictive_accuracy 1 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 recall 0.933333 [1,1,0.8] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.866667 [1,1,0.6] recall 0.866667 [1,0.8,0.8] recall 1 [1,1,1] relative_absolute_error 0.0775 relative_absolute_error 0.035 relative_absolute_error 0.045 relative_absolute_error 0.09 relative_absolute_error 0.015 relative_absolute_error 0.15 relative_absolute_error 0.005 relative_absolute_error 0.1725 relative_absolute_error 0.1525 relative_absolute_error 0.0425 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.158202 root_mean_squared_error 0.046547 root_mean_squared_error 0.089753 root_mean_squared_error 0.184541 root_mean_squared_error 0.02357 root_mean_squared_error 0.190175 root_mean_squared_error 0.010541 root_mean_squared_error 0.260395 root_mean_squared_error 0.220668 root_mean_squared_error 0.039087 root_relative_squared_error 0.335596 root_relative_squared_error 0.098742 root_relative_squared_error 0.190394 root_relative_squared_error 0.391472 root_relative_squared_error 0.05 root_relative_squared_error 0.403423 root_relative_squared_error 0.022361 root_relative_squared_error 0.552381 root_relative_squared_error 0.468108 root_relative_squared_error 0.082916 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