25483 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 528 weka.Bagging_LWL_DecisionStump(2) 789 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -W weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump I 20 528 P 100 528 S 1 528 W weka.classifiers.lazy.LWL 528 num-slots 1 528 A true 414 K -1 414 U 0 414 W weka.classifiers.trees.DecisionStump 414 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51527 description https://api.openml.org/data/download/51527/weka_generated_run871294783585480978.xml -1 51530 model_readable https://api.openml.org/data/download/51530/WekaModel_weka.classifiers.meta.Bagging6581850559075795193.model -1 51529 model_serialized https://api.openml.org/data/download/51529/WekaSerialized_weka.classifiers.meta.Bagging8001619633576783018.model -1 51528 predictions https://api.openml.org/data/download/51528/weka_generated_predictions4732570839342522853.arff area_under_roc_curve 0.989533 [1,0.9862,0.9824] average_cost 0 build_cpu_time 0.0016 build_memory 494012657.6 f_measure 0.946667 [1,0.92,0.92] kappa 0.92 kb_relative_information_score 124.983694 mean_absolute_error 0.094665 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 0.946667 [1,0.92,0.92] predictive_accuracy 0.946667 prior_entropy 1.584963 recall 0.946667 [1,0.92,0.92] relative_absolute_error 0.212996 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.188342 root_relative_squared_error 0.399534 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 0.98 [1,0.98,0.96] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.966667 [1,0.96,0.94] area_under_roc_curve 0.966667 [1,0.96,0.94] 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 0.001 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.001 build_cpu_time 0.002 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.002 build_cpu_time 0.002 build_memory 429597344 build_memory 443911152 build_memory 458228120 build_memory 472541928 build_memory 486856264 build_memory 501170072 build_memory 515483880 build_memory 529798232 build_memory 544112624 build_memory 558426960 f_measure 0.93266 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] 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 0.9 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.8 kappa 1 kb_relative_information_score 12.477467 kb_relative_information_score 13.272161 kb_relative_information_score 12.852456 kb_relative_information_score 12.36204 kb_relative_information_score 13.300062 kb_relative_information_score 11.505926 kb_relative_information_score 13.484896 kb_relative_information_score 11.325966 kb_relative_information_score 11.367305 kb_relative_information_score 13.035415 mean_absolute_error 0.093977 mean_absolute_error 0.072026 mean_absolute_error 0.083683 mean_absolute_error 0.096212 mean_absolute_error 0.071522 mean_absolute_error 0.129208 mean_absolute_error 0.064148 mean_absolute_error 0.129353 mean_absolute_error 0.126504 mean_absolute_error 0.080017 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 0.944444 [1,1,0.833333] 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 0.933333 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 0.933333 [1,0.8,1] 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 0.211448 relative_absolute_error 0.162059 relative_absolute_error 0.188286 relative_absolute_error 0.216478 relative_absolute_error 0.160923 relative_absolute_error 0.290717 relative_absolute_error 0.144334 relative_absolute_error 0.291045 relative_absolute_error 0.284635 relative_absolute_error 0.180038 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 0.179311 root_mean_squared_error 0.124559 root_mean_squared_error 0.15982 root_mean_squared_error 0.216406 root_mean_squared_error 0.124051 root_mean_squared_error 0.216369 root_mean_squared_error 0.118321 root_mean_squared_error 0.251879 root_mean_squared_error 0.272508 root_mean_squared_error 0.144145 root_relative_squared_error 0.380377 root_relative_squared_error 0.264229 root_relative_squared_error 0.339029 root_relative_squared_error 0.459067 root_relative_squared_error 0.263151 root_relative_squared_error 0.458988 root_relative_squared_error 0.250998 root_relative_squared_error 0.534315 root_relative_squared_error 0.578078 root_relative_squared_error 0.305779 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