25885 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 583 weka.Dagging_DecisionStump(2) 946 weka.classifiers.meta.Dagging -- -F 10 -S 1 -W weka.classifiers.trees.DecisionStump F 10 583 S 1 583 W weka.classifiers.trees.DecisionStump 583 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 54432 description https://api.openml.org/data/download/54432/weka_generated_run682862003024951610.xml -1 54435 model_readable https://api.openml.org/data/download/54435/WekaModel_weka.classifiers.meta.Dagging885893802310556590.model -1 54434 model_serialized https://api.openml.org/data/download/54434/WekaSerialized_weka.classifiers.meta.Dagging3619773127279860703.model -1 54433 predictions https://api.openml.org/data/download/54433/weka_generated_predictions2365387253948050057.arff area_under_roc_curve 0.986667 [1,0.9814,0.9786] average_cost 0 build_cpu_time 0.0009 build_memory 85112190.4 f_measure 0.939994 [1,0.909091,0.910891] kappa 0.91 kb_relative_information_score 81.659715 mean_absolute_error 0.252494 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5] precision 0.940109 [1,0.918367,0.901961] predictive_accuracy 0.94 prior_entropy 1.584963 recall 0.94 [1,0.9,0.92] relative_absolute_error 0.568111 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.30137 root_relative_squared_error 0.639301 scimark_benchmark 1637.814816 [1029.96204284742611238.0050834353062648.59067717366971361.7870467195153910.7292279981316] total_cost 0 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 0.993333 [1,0.99,0.99] area_under_roc_curve 0.953333 [1,0.93,0.93] area_under_roc_curve 0.953333 [1,0.93,0.93] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.946667 [1,0.93,0.91] area_under_roc_curve 1 [1,1,1] 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 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_memory 79274384 build_memory 82185280 build_memory 83646592 build_memory 83646592 build_memory 85107904 build_memory 85107904 build_memory 86577408 build_memory 88040704 build_memory 88040704 build_memory 89494432 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 0.93266 [1,0.888889,0.909091] f_measure 0.93266 [1,0.909091,0.888889] f_measure 0.861111 [1,0.75,0.833333] f_measure 1 [1,1,1] f_measure 0.861111 [1,0.833333,0.75] f_measure 0.93266 [1,0.909091,0.888889] f_measure 1 [1,1,1] kappa 1 kappa 0.9 kappa 0.9 kappa 0.9 kappa 0.9 kappa 0.8 kappa 1 kappa 0.8 kappa 0.9 kappa 1 kb_relative_information_score 8.844642 kb_relative_information_score 8.115854 kb_relative_information_score 8.360784 kb_relative_information_score 8.602742 kb_relative_information_score 7.945772 kb_relative_information_score 7.155645 kb_relative_information_score 8.671072 kb_relative_information_score 7.041765 kb_relative_information_score 8.495596 kb_relative_information_score 8.425842 mean_absolute_error 0.235556 mean_absolute_error 0.254321 mean_absolute_error 0.247407 mean_absolute_error 0.238518 mean_absolute_error 0.258272 mean_absolute_error 0.281482 mean_absolute_error 0.235556 mean_absolute_error 0.282469 mean_absolute_error 0.244444 mean_absolute_error 0.246914 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 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 0.944444 [1,1,0.833333] precision 0.944444 [1,1,0.833333] precision 0.944444 [1,0.833333,1] precision 0.904762 [1,1,0.714286] precision 1 [1,1,1] precision 0.904762 [1,0.714286,1] precision 0.944444 [1,0.833333,1] precision 1 [1,1,1] predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 0.866667 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 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 0.933333 [1,0.8,1] recall 0.933333 [1,0.8,1] recall 0.933333 [1,1,0.8] recall 0.866667 [1,0.6,1] recall 1 [1,1,1] recall 0.866667 [1,1,0.6] recall 0.933333 [1,1,0.8] recall 1 [1,1,1] relative_absolute_error 0.53 relative_absolute_error 0.572222 relative_absolute_error 0.556667 relative_absolute_error 0.536667 relative_absolute_error 0.581111 relative_absolute_error 0.633333 relative_absolute_error 0.53 relative_absolute_error 0.635556 relative_absolute_error 0.55 relative_absolute_error 0.555556 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 0.277761 root_mean_squared_error 0.30544 root_mean_squared_error 0.292642 root_mean_squared_error 0.291192 root_mean_squared_error 0.308425 root_mean_squared_error 0.330938 root_mean_squared_error 0.288528 root_mean_squared_error 0.334775 root_mean_squared_error 0.287427 root_mean_squared_error 0.291164 root_relative_squared_error 0.589219 root_relative_squared_error 0.647936 root_relative_squared_error 0.620787 root_relative_squared_error 0.617712 root_relative_squared_error 0.654269 root_relative_squared_error 0.702025 root_relative_squared_error 0.61206 root_relative_squared_error 0.710164 root_relative_squared_error 0.609726 root_relative_squared_error 0.617652 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