2347754 1856 Miguel Cachada 2071 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 385773 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 weka weka_3.8.1 179 adult https://www.openml.org/data/download/3608/dataset_183_adult.arff -1 5655402 description https://api.openml.org/data/download/5655402/weka_generated_run125757258461317177.xml -1 5655404 model_readable https://api.openml.org/data/download/5655404/WekaModel_weka.classifiers.functions.MultilayerPerceptron5208264405100929061.model -1 5655403 model_serialized https://api.openml.org/data/download/5655403/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron7693895915569647739.model -1 5655405 predictions https://api.openml.org/data/download/5655405/weka_generated_predictions2683141474509305760.arff area_under_roc_curve 0.913348 [0.913348,0.913348] average_cost 0 f_measure 0.855142 [0.684056,0.908957] kappa 0.593581 kb_relative_information_score 21620.647558 mean_absolute_error 0.191581 mean_prior_absolute_error 0.364058 number_of_instances 48842 [11687,37155] precision 0.853791 [0.735268,0.891072] predictive_accuracy 0.858646 prior_entropy 0.793862 recall 0.858646 [0.639514,0.927574] relative_absolute_error 0.526238 root_mean_prior_squared_error 0.426645 root_mean_squared_error 0.313211 root_relative_squared_error 0.734126 total_cost 0 area_under_roc_curve 0.910478 [0.910478,0.910478] area_under_roc_curve 0.917575 [0.917575,0.917575] area_under_roc_curve 0.914061 [0.914061,0.914061] area_under_roc_curve 0.921348 [0.921348,0.921348] area_under_roc_curve 0.910302 [0.910302,0.910302] area_under_roc_curve 0.909779 [0.909779,0.909779] area_under_roc_curve 0.911703 [0.911703,0.911703] area_under_roc_curve 0.910568 [0.910568,0.910568] area_under_roc_curve 0.915594 [0.915594,0.915594] area_under_roc_curve 0.9128 [0.9128,0.9128] 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 0.847379 [0.663877,0.905106] f_measure 0.85303 [0.678325,0.90799] f_measure 0.861445 [0.700361,0.912076] f_measure 0.864826 [0.704858,0.915107] f_measure 0.855865 [0.683333,0.910095] f_measure 0.849399 [0.67035,0.90574] f_measure 0.854711 [0.68,0.909688] f_measure 0.851499 [0.680126,0.905425] f_measure 0.856651 [0.688778,0.909475] f_measure 0.856441 [0.689811,0.908874] kappa 0.569901 kappa 0.586996 kappa 0.61277 kappa 0.620508 kappa 0.594193 kappa 0.576797 kappa 0.590571 kappa 0.585844 kappa 0.598705 kappa 0.59903 kb_relative_information_score 2146.26207 kb_relative_information_score 2225.500733 kb_relative_information_score 2158.904529 kb_relative_information_score 2250.669332 kb_relative_information_score 2144.116978 kb_relative_information_score 2074.013754 kb_relative_information_score 2218.164483 kb_relative_information_score 2104.587783 kb_relative_information_score 2169.057735 kb_relative_information_score 2129.370163 mean_absolute_error 0.192777 mean_absolute_error 0.187811 mean_absolute_error 0.192338 mean_absolute_error 0.186328 mean_absolute_error 0.191901 mean_absolute_error 0.196973 mean_absolute_error 0.188515 mean_absolute_error 0.194964 mean_absolute_error 0.191038 mean_absolute_error 0.193166 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 0.846011 [0.727088,0.883423] precision 0.851686 [0.734064,0.888688] precision 0.86018 [0.740458,0.89781] precision 0.863773 [0.758383,0.896899] precision 0.854705 [0.743952,0.889517] precision 0.847942 [0.725823,0.886369] precision 0.853642 [0.745158,0.887779] precision 0.850053 [0.715094,0.892521] precision 0.855291 [0.734496,0.893302] precision 0.855068 [0.729266,0.894654] predictive_accuracy 0.851996 predictive_accuracy 0.856909 predictive_accuracy 0.864046 predictive_accuracy 0.868141 predictive_accuracy 0.859951 predictive_accuracy 0.853399 predictive_accuracy 0.859132 predictive_accuracy 0.854013 predictive_accuracy 0.859746 predictive_accuracy 0.859132 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 0.851996 [0.610778,0.927879] recall 0.856909 [0.630453,0.928149] recall 0.864046 [0.664384,0.926803] recall 0.868141 [0.65839,0.934069] recall 0.859951 [0.631849,0.931647] recall 0.853399 [0.622754,0.925976] recall 0.859132 [0.625321,0.932705] recall 0.854013 [0.648417,0.918708] recall 0.859746 [0.648417,0.926245] recall 0.859132 [0.654405,0.923553] relative_absolute_error 0.529506 relative_absolute_error 0.515866 relative_absolute_error 0.528418 relative_absolute_error 0.511908 relative_absolute_error 0.527218 relative_absolute_error 0.540994 relative_absolute_error 0.517764 relative_absolute_error 0.535476 relative_absolute_error 0.524694 relative_absolute_error 0.530538 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 0.316935 root_mean_squared_error 0.311281 root_mean_squared_error 0.311326 root_mean_squared_error 0.305816 root_mean_squared_error 0.314107 root_mean_squared_error 0.316991 root_mean_squared_error 0.312812 root_mean_squared_error 0.31655 root_mean_squared_error 0.311116 root_mean_squared_error 0.315003 root_relative_squared_error 0.742831 root_relative_squared_error 0.729578 root_relative_squared_error 0.729847 root_relative_squared_error 0.716929 root_relative_squared_error 0.736366 root_relative_squared_error 0.742909 root_relative_squared_error 0.733116 root_relative_squared_error 0.741875 root_relative_squared_error 0.729141 root_relative_squared_error 0.738251 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