2347801 1856 Miguel Cachada 2071 Supervised Classification predictive_accuracy 6741 weka.AttributeSelectedClassifier_MultilayerPerceptron(2) 423907 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a -D L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H a 5920 D true 5920 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 6741 S weka.attributeSelection.BestFirst -D 1 -N 5 6741 W weka.classifiers.functions.MultilayerPerceptron 6741 weka weka_3.8.1 179 adult https://www.openml.org/data/download/3608/dataset_183_adult.arff -1 5655568 description https://api.openml.org/data/download/5655568/weka_generated_run1121844401481814138.xml -1 5655570 model_readable https://api.openml.org/data/download/5655570/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier8651322138277649804.model -1 5655569 model_serialized https://api.openml.org/data/download/5655569/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6595433256836679960.model -1 5655571 predictions https://api.openml.org/data/download/5655571/weka_generated_predictions7666970201018222126.arff area_under_roc_curve 0.890688 [0.890688,0.890688] average_cost 0 f_measure 0.837659 [0.63763,0.900578] kappa 0.539775 kb_relative_information_score 17875.304181 mean_absolute_error 0.217048 mean_prior_absolute_error 0.364058 number_of_instances 48842 [11687,37155] precision 0.836469 [0.717573,0.873867] predictive_accuracy 0.843966 prior_entropy 0.793862 recall 0.843966 [0.573714,0.928973] relative_absolute_error 0.596191 root_mean_prior_squared_error 0.426645 root_mean_squared_error 0.328642 root_relative_squared_error 0.770293 total_cost 0 area_under_roc_curve 0.885069 [0.885069,0.885069] area_under_roc_curve 0.895771 [0.895771,0.895771] area_under_roc_curve 0.892642 [0.892642,0.892642] area_under_roc_curve 0.899388 [0.899388,0.899388] area_under_roc_curve 0.887155 [0.887155,0.887155] area_under_roc_curve 0.887126 [0.887126,0.887126] area_under_roc_curve 0.887085 [0.887085,0.887085] area_under_roc_curve 0.889593 [0.889593,0.889593] area_under_roc_curve 0.893871 [0.893871,0.893871] area_under_roc_curve 0.889929 [0.889929,0.889929] 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 f_measure 0.836708 [0.632997,0.900793] f_measure 0.835554 [0.639261,0.897304] f_measure 0.837568 [0.638981,0.899987] f_measure 0.845336 [0.655955,0.904861] f_measure 0.83969 [0.642992,0.901515] f_measure 0.833184 [0.62494,0.898713] f_measure 0.837543 [0.635666,0.901067] f_measure 0.839516 [0.643026,0.901346] f_measure 0.834766 [0.628075,0.899805] f_measure 0.836571 [0.633796,0.900378] kappa 0.535737 kappa 0.537406 kappa 0.540303 kappa 0.562125 kappa 0.545917 kappa 0.525675 kappa 0.538562 kappa 0.545767 kappa 0.52995 kappa 0.535967 kb_relative_information_score 1784.616284 kb_relative_information_score 1826.236156 kb_relative_information_score 1748.7606 kb_relative_information_score 1835.641883 kb_relative_information_score 1784.198959 kb_relative_information_score 1719.028601 kb_relative_information_score 1814.763357 kb_relative_information_score 1760.04817 kb_relative_information_score 1813.373078 kb_relative_information_score 1788.637093 mean_absolute_error 0.218632 mean_absolute_error 0.215458 mean_absolute_error 0.219558 mean_absolute_error 0.21389 mean_absolute_error 0.215881 mean_absolute_error 0.220582 mean_absolute_error 0.215017 mean_absolute_error 0.218744 mean_absolute_error 0.215841 mean_absolute_error 0.216876 mean_prior_absolute_error 0.364069 mean_prior_absolute_error 0.364069 mean_prior_absolute_error 0.363988 mean_prior_absolute_error 0.363988 mean_prior_absolute_error 0.363988 mean_prior_absolute_error 0.364095 mean_prior_absolute_error 0.364095 mean_prior_absolute_error 0.364095 mean_prior_absolute_error 0.364095 mean_prior_absolute_error 0.364095 number_of_instances 4885 [1169,3716] number_of_instances 4885 [1169,3716] number_of_instances 4884 [1168,3716] number_of_instances 4884 [1168,3716] number_of_instances 4884 [1168,3716] number_of_instances 4884 [1169,3715] number_of_instances 4884 [1169,3715] number_of_instances 4884 [1169,3715] number_of_instances 4884 [1169,3715] number_of_instances 4884 [1169,3715] precision 0.835941 [0.723077,0.871447] precision 0.833657 [0.694779,0.877346] precision 0.836112 [0.711882,0.875159] precision 0.844297 [0.732068,0.879573] precision 0.838436 [0.71928,0.875888] precision 0.832245 [0.714758,0.869215] precision 0.836679 [0.72301,0.872448] precision 0.838245 [0.718816,0.875825] precision 0.834014 [0.720133,0.869849] precision 0.835589 [0.719565,0.872099] predictive_accuracy 0.843808 predictive_accuracy 0.840123 predictive_accuracy 0.843366 predictive_accuracy 0.850942 predictive_accuracy 0.845618 predictive_accuracy 0.8405 predictive_accuracy 0.84439 predictive_accuracy 0.845414 predictive_accuracy 0.842138 predictive_accuracy 0.843366 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 prior_entropy 0.793862 recall 0.843808 [0.562874,0.932185] recall 0.840123 [0.591959,0.918192] recall 0.843366 [0.579623,0.926265] recall 0.850942 [0.594178,0.931647] recall 0.845618 [0.581336,0.928687] recall 0.8405 [0.555175,0.930283] recall 0.84439 [0.567151,0.931629] recall 0.845414 [0.581694,0.928398] recall 0.842138 [0.556886,0.931898] recall 0.843366 [0.566296,0.930552] relative_absolute_error 0.600523 relative_absolute_error 0.591805 relative_absolute_error 0.603203 relative_absolute_error 0.58763 relative_absolute_error 0.5931 relative_absolute_error 0.605836 relative_absolute_error 0.590553 relative_absolute_error 0.600789 relative_absolute_error 0.592815 relative_absolute_error 0.595658 root_mean_prior_squared_error 0.426659 root_mean_prior_squared_error 0.426659 root_mean_prior_squared_error 0.426563 root_mean_prior_squared_error 0.426563 root_mean_prior_squared_error 0.426563 root_mean_prior_squared_error 0.426689 root_mean_prior_squared_error 0.426689 root_mean_prior_squared_error 0.426689 root_mean_prior_squared_error 0.426689 root_mean_prior_squared_error 0.426689 root_mean_squared_error 0.332004 root_mean_squared_error 0.327329 root_mean_squared_error 0.327963 root_mean_squared_error 0.323108 root_mean_squared_error 0.328891 root_mean_squared_error 0.331952 root_mean_squared_error 0.329831 root_mean_squared_error 0.328788 root_mean_squared_error 0.327418 root_mean_squared_error 0.329042 root_relative_squared_error 0.778149 root_relative_squared_error 0.767192 root_relative_squared_error 0.76885 root_relative_squared_error 0.757469 root_relative_squared_error 0.771025 root_relative_squared_error 0.777973 root_relative_squared_error 0.773001 root_relative_squared_error 0.770557 root_relative_squared_error 0.767347 root_relative_squared_error 0.771152 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