2347755 1856 Miguel Cachada 2071 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 386209 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H o L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H o 5920 weka weka_3.8.1 179 adult https://www.openml.org/data/download/3608/dataset_183_adult.arff -1 5655406 description https://api.openml.org/data/download/5655406/weka_generated_run2347776344268505312.xml -1 5655408 model_readable https://api.openml.org/data/download/5655408/WekaModel_weka.classifiers.functions.MultilayerPerceptron5480118897919692230.model -1 5655407 model_serialized https://api.openml.org/data/download/5655407/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron3649203261093338787.model -1 5655409 predictions https://api.openml.org/data/download/5655409/weka_generated_predictions1881725037898859038.arff area_under_roc_curve 0.882437 [0.882437,0.882437] average_cost 0 f_measure 0.833587 [0.606364,0.90506] kappa 0.517652 kb_relative_information_score 18538.965978 mean_absolute_error 0.213351 mean_prior_absolute_error 0.364058 number_of_instances 48842 [11687,37155] precision 0.840873 [0.788897,0.857222] predictive_accuracy 0.847017 prior_entropy 0.793862 recall 0.847017 [0.492427,0.958552] relative_absolute_error 0.586036 root_mean_prior_squared_error 0.426645 root_mean_squared_error 0.328698 root_relative_squared_error 0.770426 total_cost 0 area_under_roc_curve 0.886554 [0.886554,0.886554] area_under_roc_curve 0.906041 [0.906041,0.906041] area_under_roc_curve 0.888773 [0.888773,0.888773] area_under_roc_curve 0.905337 [0.905337,0.905337] area_under_roc_curve 0.892245 [0.892245,0.892245] area_under_roc_curve 0.888295 [0.888295,0.888295] area_under_roc_curve 0.892105 [0.892105,0.892105] area_under_roc_curve 0.891322 [0.891322,0.891322] area_under_roc_curve 0.899552 [0.899552,0.899552] area_under_roc_curve 0.880872 [0.880872,0.880872] 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 0.847394 [0.663246,0.905324] f_measure 0.849488 [0.672146,0.905277] f_measure 0.802861 [0.495062,0.899607] f_measure 0.827755 [0.576136,0.906843] f_measure 0.825228 [0.565972,0.906716] f_measure 0.821266 [0.565072,0.901882] f_measure 0.823027 [0.563429,0.904714] f_measure 0.844241 [0.647517,0.906145] f_measure 0.840361 [0.627632,0.907301] f_measure 0.842368 [0.636866,0.907034] kappa 0.569561 kappa 0.57798 kappa 0.4173 kappa 0.49487 kappa 0.486356 kappa 0.477585 kappa 0.480933 kappa 0.555922 kappa 0.539556 kappa 0.547419 kb_relative_information_score 2092.683795 kb_relative_information_score 1916.73718 kb_relative_information_score 1621.624701 kb_relative_information_score 1936.012362 kb_relative_information_score 1786.189278 kb_relative_information_score 1785.544876 kb_relative_information_score 1801.231712 kb_relative_information_score 1677.568985 kb_relative_information_score 1934.762039 kb_relative_information_score 1986.611051 mean_absolute_error 0.200438 mean_absolute_error 0.216626 mean_absolute_error 0.224079 mean_absolute_error 0.20739 mean_absolute_error 0.214725 mean_absolute_error 0.217652 mean_absolute_error 0.21381 mean_absolute_error 0.224681 mean_absolute_error 0.209242 mean_absolute_error 0.204868 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 0.846099 [0.729231,0.882864] precision 0.847958 [0.720862,0.88794] precision 0.841344 [0.887168,0.82694] precision 0.848486 [0.856419,0.845993] precision 0.850202 [0.873214,0.842969] precision 0.835792 [0.807631,0.844653] precision 0.844249 [0.848537,0.8429] precision 0.844634 [0.751412,0.873968] precision 0.845251 [0.785347,0.864101] precision 0.845074 [0.77129,0.868291] predictive_accuracy 0.852201 predictive_accuracy 0.853019 predictive_accuracy 0.832514 predictive_accuracy 0.847256 predictive_accuracy 0.846437 predictive_accuracy 0.839885 predictive_accuracy 0.843571 predictive_accuracy 0.851761 predictive_accuracy 0.851556 predictive_accuracy 0.851966 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 0.852201 [0.608212,0.928956] recall 0.853019 [0.629598,0.923305] recall 0.832514 [0.343322,0.986276] recall 0.847256 [0.434075,0.977126] recall 0.846437 [0.418664,0.980893] recall 0.839885 [0.434559,0.967429] recall 0.843571 [0.421728,0.976312] recall 0.851761 [0.568862,0.940781] recall 0.851556 [0.522669,0.955047] recall 0.851966 [0.542344,0.949394] relative_absolute_error 0.550549 relative_absolute_error 0.595013 relative_absolute_error 0.615622 relative_absolute_error 0.56977 relative_absolute_error 0.589924 relative_absolute_error 0.59779 relative_absolute_error 0.587238 relative_absolute_error 0.617096 relative_absolute_error 0.574691 relative_absolute_error 0.562677 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 0.33189 root_mean_squared_error 0.327509 root_mean_squared_error 0.331204 root_mean_squared_error 0.321574 root_mean_squared_error 0.32865 root_mean_squared_error 0.333124 root_mean_squared_error 0.327485 root_mean_squared_error 0.331108 root_mean_squared_error 0.324877 root_mean_squared_error 0.329395 root_relative_squared_error 0.777881 root_relative_squared_error 0.767613 root_relative_squared_error 0.776447 root_relative_squared_error 0.75387 root_relative_squared_error 0.770459 root_relative_squared_error 0.780719 root_relative_squared_error 0.767505 root_relative_squared_error 0.775995 root_relative_squared_error 0.761392 root_relative_squared_error 0.77198 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