2347756 1856 Miguel Cachada 2071 Supervised Classification predictive_accuracy 6007 weka.AttributeSelectedClassifier_RandomForest(2) 414261 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -P 80 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 P 80 5923 I 100 5923 num-slots 1 5923 K 0 5923 M 1.0 5923 V 0.001 5923 S 1 5923 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 6007 S weka.attributeSelection.BestFirst -D 1 -N 5 6007 W weka.classifiers.trees.RandomForest 6007 weka weka_3.8.1 179 adult https://www.openml.org/data/download/3608/dataset_183_adult.arff -1 5655410 description https://api.openml.org/data/download/5655410/weka_generated_run6556417845464280496.xml -1 5655412 model_readable https://api.openml.org/data/download/5655412/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier1586650495952626552.model -1 5655411 model_serialized https://api.openml.org/data/download/5655411/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier4200338685473911541.model -1 5655413 predictions https://api.openml.org/data/download/5655413/weka_generated_predictions4453067039039885243.arff area_under_roc_curve 0.888042 [0.888042,0.888042] average_cost 0 f_measure 0.836614 [0.631309,0.901192] kappa 0.534678 kb_relative_information_score 18262.634594 mean_absolute_error 0.214311 mean_prior_absolute_error 0.364058 number_of_instances 48842 [11687,37155] precision 0.836166 [0.727425,0.870371] predictive_accuracy 0.844151 prior_entropy 0.793862 recall 0.844151 [0.557628,0.934275] relative_absolute_error 0.588674 root_mean_prior_squared_error 0.426645 root_mean_squared_error 0.329209 root_relative_squared_error 0.771623 total_cost 0 area_under_roc_curve 0.882685 [0.882685,0.882685] area_under_roc_curve 0.894242 [0.894242,0.894242] area_under_roc_curve 0.892632 [0.892632,0.892632] area_under_roc_curve 0.896686 [0.896686,0.896686] area_under_roc_curve 0.883422 [0.883422,0.883422] area_under_roc_curve 0.884263 [0.884263,0.884263] area_under_roc_curve 0.883824 [0.883824,0.883824] area_under_roc_curve 0.887113 [0.887113,0.887113] area_under_roc_curve 0.892959 [0.892959,0.892959] area_under_roc_curve 0.88999 [0.88999,0.88999] 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 0.835486 [0.634606,0.89868] f_measure 0.834985 [0.627603,0.900169] f_measure 0.845107 [0.651923,0.905827] f_measure 0.839082 [0.636231,0.902841] f_measure 0.832363 [0.618486,0.899664] f_measure 0.835501 [0.627317,0.901011] f_measure 0.837596 [0.635272,0.901262] f_measure 0.833672 [0.620178,0.900852] f_measure 0.835454 [0.627737,0.900817] kappa 0.535737 kappa 0.534637 kappa 0.529942 kappa 0.559555 kappa 0.541289 kappa 0.520964 kappa 0.530787 kappa 0.538439 kappa 0.524064 kappa 0.530924 kb_relative_information_score 1769.894001 kb_relative_information_score 1822.233076 kb_relative_information_score 1829.292209 kb_relative_information_score 1892.167965 kb_relative_information_score 1833.516755 kb_relative_information_score 1769.133025 kb_relative_information_score 1841.286755 kb_relative_information_score 1797.170607 kb_relative_information_score 1875.879535 kb_relative_information_score 1832.060665 mean_absolute_error 0.218231 mean_absolute_error 0.21467 mean_absolute_error 0.214737 mean_absolute_error 0.210108 mean_absolute_error 0.212858 mean_absolute_error 0.217521 mean_absolute_error 0.212994 mean_absolute_error 0.215849 mean_absolute_error 0.211721 mean_absolute_error 0.214421 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 0.833935 [0.706933,0.873888] precision 0.834381 [0.722408,0.869576] precision 0.844778 [0.743421,0.876636] precision 0.838906 [0.735129,0.871525] precision 0.832495 [0.727168,0.865638] precision 0.835389 [0.729852,0.868599] precision 0.836842 [0.724781,0.872105] precision 0.834309 [0.735053,0.865542] precision 0.835199 [0.727991,0.868934] predictive_accuracy 0.843808 predictive_accuracy 0.841351 predictive_accuracy 0.842547 predictive_accuracy 0.851761 predictive_accuracy 0.846642 predictive_accuracy 0.841114 predictive_accuracy 0.843571 predictive_accuracy 0.844595 predictive_accuracy 0.842752 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 0.841351 [0.575706,0.924919] recall 0.842547 [0.554795,0.932992] recall 0.851761 [0.580479,0.937029] recall 0.846642 [0.560788,0.936491] recall 0.841114 [0.538067,0.936474] recall 0.843571 [0.550043,0.935935] recall 0.844595 [0.565441,0.932436] recall 0.842752 [0.536356,0.939166] recall 0.843366 [0.551754,0.935128] relative_absolute_error 0.599421 relative_absolute_error 0.589642 relative_absolute_error 0.589958 relative_absolute_error 0.577238 relative_absolute_error 0.584795 relative_absolute_error 0.597429 relative_absolute_error 0.584996 relative_absolute_error 0.592837 relative_absolute_error 0.5815 relative_absolute_error 0.588917 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 0.332549 root_mean_squared_error 0.327241 root_mean_squared_error 0.328512 root_mean_squared_error 0.324103 root_mean_squared_error 0.330504 root_mean_squared_error 0.332046 root_mean_squared_error 0.331329 root_mean_squared_error 0.32996 root_mean_squared_error 0.326916 root_mean_squared_error 0.328837 root_relative_squared_error 0.779426 root_relative_squared_error 0.766986 root_relative_squared_error 0.770136 root_relative_squared_error 0.759799 root_relative_squared_error 0.774806 root_relative_squared_error 0.778192 root_relative_squared_error 0.776513 root_relative_squared_error 0.773304 root_relative_squared_error 0.766171 root_relative_squared_error 0.770671 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