25414 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 477 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MLPClassifier(2) 721 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MLPClassifier -- -N 2 -R 0.01 -O 1.0E-6 -P 1 -E 1 -S 1 E weka.attributeSelection.CfsSubsetEval 477 S weka.attributeSelection.BestFirst 477 W weka.classifiers.functions.MLPClassifier 477 D 1 431 N 5 431 E 1 430 P 1 430 E 1 478 N 2 478 O 1.0E-6 478 P 1 478 R 0.01 478 S 1 478 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 51258 description https://api.openml.org/data/download/51258/weka_generated_run3186366046965700752.xml -1 51261 model_readable https://api.openml.org/data/download/51261/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier41858546604683574.model -1 51260 model_serialized https://api.openml.org/data/download/51260/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier8229614010712898415.model -1 51259 predictions https://api.openml.org/data/download/51259/weka_generated_predictions9081314351127950.arff area_under_roc_curve 0.997267 [1,0.9959,0.9959] average_cost 0 build_cpu_time 0.0323 build_memory 401491406.4 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 127.867868 mean_absolute_error 0.090207 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 0.202966 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.148073 root_relative_squared_error 0.31411 scimark_benchmark 1642.184828 [989.92092788325771195.0108930124402639.13205804988731277.50484479555034109.35541686176] 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 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.993333 [1,0.99,0.99] 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 0.066 build_cpu_time 0.022 build_cpu_time 0.022 build_cpu_time 0.031 build_cpu_time 0.034 build_cpu_time 0.03 build_cpu_time 0.033 build_cpu_time 0.031 build_cpu_time 0.026 build_cpu_time 0.028 build_memory 363628296 build_memory 384424208 build_memory 393459936 build_memory 396123344 build_memory 398786752 build_memory 407822552 build_memory 410485960 build_memory 413149368 build_memory 422185120 build_memory 424848528 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 12.655062 kb_relative_information_score 13.400871 kb_relative_information_score 13.38989 kb_relative_information_score 12.707656 kb_relative_information_score 13.231611 kb_relative_information_score 11.99963 kb_relative_information_score 13.544887 kb_relative_information_score 11.676851 kb_relative_information_score 12.336768 kb_relative_information_score 12.924642 mean_absolute_error 0.091313 mean_absolute_error 0.07298 mean_absolute_error 0.072159 mean_absolute_error 0.088341 mean_absolute_error 0.078469 mean_absolute_error 0.11687 mean_absolute_error 0.067099 mean_absolute_error 0.119655 mean_absolute_error 0.103696 mean_absolute_error 0.091489 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 0.205454 relative_absolute_error 0.164206 relative_absolute_error 0.162357 relative_absolute_error 0.198768 relative_absolute_error 0.176555 relative_absolute_error 0.262957 relative_absolute_error 0.150973 relative_absolute_error 0.269223 relative_absolute_error 0.233316 relative_absolute_error 0.205851 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 0.160371 root_mean_squared_error 0.086585 root_mean_squared_error 0.095652 root_mean_squared_error 0.169034 root_mean_squared_error 0.105172 root_mean_squared_error 0.185836 root_mean_squared_error 0.076139 root_mean_squared_error 0.224025 root_mean_squared_error 0.180197 root_mean_squared_error 0.119444 root_relative_squared_error 0.340199 root_relative_squared_error 0.183675 root_relative_squared_error 0.202908 root_relative_squared_error 0.358574 root_relative_squared_error 0.223104 root_relative_squared_error 0.394217 root_relative_squared_error 0.161516 root_relative_squared_error 0.475228 root_relative_squared_error 0.382255 root_relative_squared_error 0.253379 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