25441 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 518 weka.Bagging_BFTree(2) 747 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1 C true 399 M 2 399 N 5 399 P POSTPRUNED 399 S 1 399 I 20 518 P 100 518 S 1 518 W weka.classifiers.trees.BFTree 518 num-slots 1 518 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51370 description https://api.openml.org/data/download/51370/weka_generated_run2052201445143681984.xml -1 51373 model_readable https://api.openml.org/data/download/51373/WekaModel_weka.classifiers.meta.Bagging4985560031072350106.model -1 51372 model_serialized https://api.openml.org/data/download/51372/WekaSerialized_weka.classifiers.meta.Bagging6248044023838276210.model -1 51371 predictions https://api.openml.org/data/download/51371/weka_generated_predictions2474289350006478466.arff area_under_roc_curve 0.9936 [1,0.9904,0.9904] average_cost 0 build_cpu_time 0.0299 build_memory 267466420.8 f_measure 0.953329 [1,0.930693,0.929293] kappa 0.93 kb_relative_information_score 139.285604 mean_absolute_error 0.03762 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 0.084644 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.147213 root_relative_squared_error 0.312285 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 0.966667 [1,0.95,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.973333 [1,0.96,0.96] 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 0.048 build_cpu_time 0.029 build_cpu_time 0.026 build_cpu_time 0.024 build_cpu_time 0.029 build_cpu_time 0.024 build_cpu_time 0.026 build_cpu_time 0.03 build_cpu_time 0.035 build_cpu_time 0.028 build_memory 139321664 build_memory 173741688 build_memory 201271512 build_memory 225355952 build_memory 256327000 build_memory 280416480 build_memory 308961808 build_memory 336490960 build_memory 361961912 build_memory 390815232 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 13.731439 kb_relative_information_score 14.68522 kb_relative_information_score 14.435669 kb_relative_information_score 13.574209 kb_relative_information_score 14.472589 kb_relative_information_score 12.943179 kb_relative_information_score 14.895227 kb_relative_information_score 13.096804 kb_relative_information_score 12.920324 kb_relative_information_score 14.530944 mean_absolute_error 0.04017 mean_absolute_error 0.014178 mean_absolute_error 0.022512 mean_absolute_error 0.047203 mean_absolute_error 0.022602 mean_absolute_error 0.074102 mean_absolute_error 0.005003 mean_absolute_error 0.058857 mean_absolute_error 0.070359 mean_absolute_error 0.02121 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 0.090383 relative_absolute_error 0.0319 relative_absolute_error 0.050651 relative_absolute_error 0.106207 relative_absolute_error 0.050855 relative_absolute_error 0.166731 relative_absolute_error 0.011257 relative_absolute_error 0.132427 relative_absolute_error 0.158308 relative_absolute_error 0.047723 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 0.176981 root_mean_squared_error 0.045329 root_mean_squared_error 0.085283 root_mean_squared_error 0.209234 root_mean_squared_error 0.070462 root_mean_squared_error 0.189455 root_mean_squared_error 0.014706 root_mean_squared_error 0.190882 root_mean_squared_error 0.227569 root_mean_squared_error 0.054669 root_relative_squared_error 0.375434 root_relative_squared_error 0.096158 root_relative_squared_error 0.180913 root_relative_squared_error 0.443852 root_relative_squared_error 0.149474 root_relative_squared_error 0.401895 root_relative_squared_error 0.031196 root_relative_squared_error 0.404921 root_relative_squared_error 0.482746 root_relative_squared_error 0.11597 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