25503 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 532 weka.Bagging_RandomForest(2) 809 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 20 532 P 100 532 S 1 532 W weka.classifiers.trees.RandomForest 532 num-slots 1 532 I 100 391 K 0 391 S 1 391 num-slots 1 391 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51611 description https://api.openml.org/data/download/51611/weka_generated_run8309336980936146241.xml -1 51614 model_readable https://api.openml.org/data/download/51614/WekaModel_weka.classifiers.meta.Bagging3892373371967595268.model -1 51613 model_serialized https://api.openml.org/data/download/51613/WekaSerialized_weka.classifiers.meta.Bagging4717855542205416031.model -1 51612 predictions https://api.openml.org/data/download/51612/weka_generated_predictions4464959482754946930.arff area_under_roc_curve 0.9954 [1,0.9931,0.9931] average_cost 0 build_cpu_time 0.1888 build_memory 515105486.4 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 139.256625 mean_absolute_error 0.037591 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 0.96 [1,0.94,0.94] predictive_accuracy 0.96 prior_entropy 1.584963 recall 0.96 [1,0.94,0.94] relative_absolute_error 0.08458 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.14587 root_relative_squared_error 0.309437 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 1 [1,1,1] 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 0.199 build_cpu_time 0.191 build_cpu_time 0.197 build_cpu_time 0.18 build_cpu_time 0.19 build_cpu_time 0.179 build_cpu_time 0.199 build_cpu_time 0.194 build_cpu_time 0.176 build_cpu_time 0.183 build_memory 703475832 build_memory 828088176 build_memory 264590128 build_memory 391865448 build_memory 519148376 build_memory 646436656 build_memory 787876432 build_memory 209239392 build_memory 336524496 build_memory 463809928 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 0.93266 [1,0.888889,0.909091] 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 0.9 kappa 1 kb_relative_information_score 13.796747 kb_relative_information_score 14.654846 kb_relative_information_score 14.419588 kb_relative_information_score 13.774625 kb_relative_information_score 14.589389 kb_relative_information_score 12.874985 kb_relative_information_score 14.909193 kb_relative_information_score 12.814785 kb_relative_information_score 13.047196 kb_relative_information_score 14.375273 mean_absolute_error 0.037378 mean_absolute_error 0.015733 mean_absolute_error 0.022067 mean_absolute_error 0.038089 mean_absolute_error 0.0174 mean_absolute_error 0.076956 mean_absolute_error 0.004356 mean_absolute_error 0.0698 mean_absolute_error 0.066 mean_absolute_error 0.028133 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 0.944444 [1,1,0.833333] 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 0.933333 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 0.933333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.0841 relative_absolute_error 0.0354 relative_absolute_error 0.04965 relative_absolute_error 0.0857 relative_absolute_error 0.03915 relative_absolute_error 0.17315 relative_absolute_error 0.0098 relative_absolute_error 0.15705 relative_absolute_error 0.1485 relative_absolute_error 0.0633 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 0.16843 root_mean_squared_error 0.044867 root_mean_squared_error 0.093226 root_mean_squared_error 0.176472 root_mean_squared_error 0.064895 root_mean_squared_error 0.187216 root_mean_squared_error 0.012317 root_mean_squared_error 0.239449 root_mean_squared_error 0.204063 root_mean_squared_error 0.064616 root_relative_squared_error 0.357294 root_relative_squared_error 0.095178 root_relative_squared_error 0.197762 root_relative_squared_error 0.374353 root_relative_squared_error 0.137664 root_relative_squared_error 0.397144 root_relative_squared_error 0.026129 root_relative_squared_error 0.507948 root_relative_squared_error 0.432884 root_relative_squared_error 0.137072 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