25504 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 532 weka.Bagging_RandomForest(2) 810 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 40 532 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 51615 description https://api.openml.org/data/download/51615/weka_generated_run615145494521096913.xml -1 51618 model_readable https://api.openml.org/data/download/51618/WekaModel_weka.classifiers.meta.Bagging6375665927962078888.model -1 51617 model_serialized https://api.openml.org/data/download/51617/WekaSerialized_weka.classifiers.meta.Bagging1832198761165249922.model -1 51616 predictions https://api.openml.org/data/download/51616/weka_generated_predictions610203179193768921.arff area_under_roc_curve 0.996 [1,0.994,0.994] average_cost 0 build_cpu_time 0.4509 build_memory 442310244 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 139.259977 mean_absolute_error 0.037356 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 0.08405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.145785 root_relative_squared_error 0.309258 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 0.986667 [1,0.98,0.98] 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 0.437 build_cpu_time 0.435 build_cpu_time 0.444 build_cpu_time 0.684 build_cpu_time 0.444 build_cpu_time 0.399 build_cpu_time 0.432 build_cpu_time 0.413 build_cpu_time 0.441 build_cpu_time 0.38 build_memory 173590288 build_memory 441133120 build_memory 696600800 build_memory 256666272 build_memory 528970840 build_memory 782408648 build_memory 340711048 build_memory 606561816 build_memory 163273808 build_memory 433185800 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 13.829873 kb_relative_information_score 14.693424 kb_relative_information_score 14.417267 kb_relative_information_score 13.757226 kb_relative_information_score 14.649283 kb_relative_information_score 12.90068 kb_relative_information_score 14.916018 kb_relative_information_score 12.695554 kb_relative_information_score 13.024812 kb_relative_information_score 14.375841 mean_absolute_error 0.036256 mean_absolute_error 0.014122 mean_absolute_error 0.022267 mean_absolute_error 0.0389 mean_absolute_error 0.0153 mean_absolute_error 0.075811 mean_absolute_error 0.004056 mean_absolute_error 0.071933 mean_absolute_error 0.0666 mean_absolute_error 0.028311 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 0.081575 relative_absolute_error 0.031775 relative_absolute_error 0.0501 relative_absolute_error 0.087525 relative_absolute_error 0.034425 relative_absolute_error 0.170575 relative_absolute_error 0.009125 relative_absolute_error 0.16185 relative_absolute_error 0.14985 relative_absolute_error 0.0637 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 0.160132 root_mean_squared_error 0.039359 root_mean_squared_error 0.092743 root_mean_squared_error 0.177338 root_mean_squared_error 0.054974 root_mean_squared_error 0.189204 root_mean_squared_error 0.009407 root_mean_squared_error 0.243937 root_mean_squared_error 0.207409 root_mean_squared_error 0.062128 root_relative_squared_error 0.339692 root_relative_squared_error 0.083493 root_relative_squared_error 0.196738 root_relative_squared_error 0.376192 root_relative_squared_error 0.116617 root_relative_squared_error 0.401363 root_relative_squared_error 0.019955 root_relative_squared_error 0.517468 root_relative_squared_error 0.439981 root_relative_squared_error 0.131793 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