25393 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 445 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_DecisionTable_BestFirst(2) 700 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.rules.DecisionTable -- -X 1 -S "weka.attributeSelection.BestFirst -D 1 -N 5" E weka.attributeSelection.CfsSubsetEval 445 S weka.attributeSelection.BestFirst 445 W weka.classifiers.rules.DecisionTable 445 D 1 431 N 5 431 E 1 430 P 1 430 X 1 446 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51180 description https://api.openml.org/data/download/51180/weka_generated_run2873566802077716988.xml -1 51183 model_readable https://api.openml.org/data/download/51183/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7065381353676564246.model -1 51182 model_serialized https://api.openml.org/data/download/51182/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier7673838629310114745.model -1 51181 predictions https://api.openml.org/data/download/51181/weka_generated_predictions1195621635079721803.arff area_under_roc_curve 0.9632 [1,0.9448,0.9448] average_cost 0 build_cpu_time 0.0034 build_memory 239916634.4 f_measure 0.933307 [1,0.901961,0.897959] kappa 0.9 kb_relative_information_score 125.963232 mean_absolute_error 0.091757 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 0.933761 [1,0.884615,0.916667] predictive_accuracy 0.933333 prior_entropy 1.584963 recall 0.933333 [1,0.92,0.88] relative_absolute_error 0.206453 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.202519 root_relative_squared_error 0.429608 scimark_benchmark 1642.184828 [989.92092788325771195.0108930124402639.13205804988731277.50484479555034109.35541686176] total_cost 0 area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 0.986667 [1,0.98,0.98] area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 0.966667 [1,0.95,0.95] area_under_roc_curve 0.946667 [1,0.92,0.92] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.933333 [1,0.9,0.9] area_under_roc_curve 0.933333 [1,0.9,0.9] 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 0.006 build_cpu_time 0.005 build_cpu_time 0.003 build_cpu_time 0.003 build_cpu_time 0.003 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.003 build_cpu_time 0.003 build_cpu_time 0.004 build_memory 227512312 build_memory 234809648 build_memory 234809648 build_memory 238460000 build_memory 238460000 build_memory 242106032 build_memory 242106032 build_memory 245752040 build_memory 245752040 build_memory 249398592 f_measure 0.93266 [1,0.909091,0.888889] 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 0.93266 [1,0.909091,0.888889] 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 0.9 kappa 0.9 kappa 0.9 kappa 0.9 kappa 0.9 kappa 1 kappa 0.8 kappa 0.8 kappa 1 kb_relative_information_score 12.690014 kb_relative_information_score 12.53941 kb_relative_information_score 12.611714 kb_relative_information_score 12.688535 kb_relative_information_score 12.596566 kb_relative_information_score 12.144044 kb_relative_information_score 13.801027 kb_relative_information_score 11.54073 kb_relative_information_score 11.550165 kb_relative_information_score 13.801027 mean_absolute_error 0.088244 mean_absolute_error 0.092162 mean_absolute_error 0.091576 mean_absolute_error 0.088365 mean_absolute_error 0.09246 mean_absolute_error 0.109047 mean_absolute_error 0.055461 mean_absolute_error 0.122654 mean_absolute_error 0.122138 mean_absolute_error 0.055461 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 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 0.944444 [1,0.833333,1] 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 0.933333 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 0.933333 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 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 0.933333 [1,1,0.8] 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 0.19855 relative_absolute_error 0.207366 relative_absolute_error 0.206047 relative_absolute_error 0.198822 relative_absolute_error 0.208034 relative_absolute_error 0.245356 relative_absolute_error 0.124788 relative_absolute_error 0.275971 relative_absolute_error 0.274811 relative_absolute_error 0.124788 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 0.197276 root_mean_squared_error 0.176723 root_mean_squared_error 0.196211 root_mean_squared_error 0.207037 root_mean_squared_error 0.204548 root_mean_squared_error 0.227145 root_mean_squared_error 0.069404 root_mean_squared_error 0.275765 root_mean_squared_error 0.28198 root_mean_squared_error 0.069404 root_relative_squared_error 0.418486 root_relative_squared_error 0.374886 root_relative_squared_error 0.416227 root_relative_squared_error 0.439192 root_relative_squared_error 0.433912 root_relative_squared_error 0.481846 root_relative_squared_error 0.147228 root_relative_squared_error 0.584985 root_relative_squared_error 0.598171 root_relative_squared_error 0.147228 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