2347777 1856 Miguel Cachada 2071 Supervised Classification predictive_accuracy 5988 weka.AttributeSelectedClassifier_SMO_PolyKernel(2) 137022 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 2.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4" C 1.0 5926 N 0 5926 L 0.001 5926 P 1.0E-12 5926 V -1 5926 W 1 5926 K weka.classifiers.functions.supportVector.PolyKernel 5926 calibrator true 5926 E 2.0 5927 C 250007 5927 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 5988 S weka.attributeSelection.BestFirst -D 1 -N 5 5988 W weka.classifiers.functions.SMO 5988 weka weka_3.8.1 179 adult https://www.openml.org/data/download/3608/dataset_183_adult.arff -1 5655495 description https://api.openml.org/data/download/5655495/weka_generated_run533546085214685327.xml -1 5655497 model_readable https://api.openml.org/data/download/5655497/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier504010225533729918.model -1 5655496 model_serialized https://api.openml.org/data/download/5655496/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3225642509968098018.model -1 5655498 predictions https://api.openml.org/data/download/5655498/weka_generated_predictions3772676961985275767.arff area_under_roc_curve 0.749183 [0.749183,0.749183] average_cost 0 f_measure 0.83634 [0.634272,0.8999] kappa 0.535809 kb_relative_information_score 25073.456065 mean_absolute_error 0.15718 mean_prior_absolute_error 0.364058 number_of_instances 48842 [11687,37155] precision 0.835146 [0.715499,0.872781] predictive_accuracy 0.84282 prior_entropy 0.793862 recall 0.84282 [0.569607,0.928758] relative_absolute_error 0.431746 root_mean_prior_squared_error 0.426645 root_mean_squared_error 0.39646 root_relative_squared_error 0.929249 total_cost 0 area_under_roc_curve 0.749053 [0.749053,0.749053] area_under_roc_curve 0.74866 [0.74866,0.74866] area_under_roc_curve 0.747171 [0.747171,0.747171] area_under_roc_curve 0.760833 [0.760833,0.760833] area_under_roc_curve 0.753972 [0.753972,0.753972] area_under_roc_curve 0.742594 [0.742594,0.742594] area_under_roc_curve 0.747362 [0.747362,0.747362] area_under_roc_curve 0.753763 [0.753763,0.753763] area_under_roc_curve 0.740091 [0.740091,0.740091] area_under_roc_curve 0.748337 [0.748337,0.748337] 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 0.834456 [0.632422,0.898013] f_measure 0.831938 [0.629767,0.895538] f_measure 0.83511 [0.631026,0.899257] f_measure 0.845226 [0.653956,0.905346] f_measure 0.839625 [0.64194,0.901761] f_measure 0.833003 [0.624639,0.89857] f_measure 0.836792 [0.632948,0.900936] f_measure 0.838786 [0.641098,0.900993] f_measure 0.83258 [0.621661,0.898949] f_measure 0.835791 [0.632984,0.899609] kappa 0.531781 kappa 0.526327 kappa 0.531974 kappa 0.560848 kappa 0.545233 kappa 0.525217 kappa 0.535879 kappa 0.543533 kappa 0.52295 kappa 0.53426 kb_relative_information_score 2470.293866 kb_relative_information_score 2420.759 kb_relative_information_score 2489.366487 kb_relative_information_score 2634.875157 kb_relative_information_score 2551.28507 kb_relative_information_score 2469.79682 kb_relative_information_score 2525.523544 kb_relative_information_score 2537.907261 kb_relative_information_score 2472.892749 kb_relative_information_score 2500.756111 mean_absolute_error 0.159672 mean_absolute_error 0.162948 mean_absolute_error 0.158272 mean_absolute_error 0.148649 mean_absolute_error 0.154177 mean_absolute_error 0.159705 mean_absolute_error 0.15602 mean_absolute_error 0.155201 mean_absolute_error 0.1595 mean_absolute_error 0.157658 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 0.832844 [0.704092,0.873347] precision 0.829976 [0.690112,0.873975] precision 0.833891 [0.713053,0.871873] precision 0.844506 [0.737634,0.878098] precision 0.838513 [0.721925,0.875158] precision 0.832032 [0.713971,0.869182] precision 0.8361 [0.724366,0.87126] precision 0.837523 [0.717922,0.875159] precision 0.832019 [0.719101,0.867551] precision 0.8346 [0.714747,0.872314] predictive_accuracy 0.840328 predictive_accuracy 0.837052 predictive_accuracy 0.841728 predictive_accuracy 0.851351 predictive_accuracy 0.845823 predictive_accuracy 0.840295 predictive_accuracy 0.84398 predictive_accuracy 0.844799 predictive_accuracy 0.8405 predictive_accuracy 0.842342 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 0.840328 [0.573995,0.924112] recall 0.837052 [0.579127,0.918192] recall 0.841728 [0.565925,0.928418] recall 0.851351 [0.587329,0.934338] recall 0.845823 [0.577911,0.930032] recall 0.840295 [0.555175,0.930013] recall 0.84398 [0.562019,0.932705] recall 0.844799 [0.579127,0.928398] recall 0.8405 [0.547476,0.932705] recall 0.842342 [0.568007,0.928668] relative_absolute_error 0.438577 relative_absolute_error 0.447574 relative_absolute_error 0.434827 relative_absolute_error 0.408389 relative_absolute_error 0.423577 relative_absolute_error 0.438636 relative_absolute_error 0.428514 relative_absolute_error 0.426265 relative_absolute_error 0.438074 relative_absolute_error 0.433013 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 0.39959 root_mean_squared_error 0.403668 root_mean_squared_error 0.397834 root_mean_squared_error 0.38555 root_mean_squared_error 0.392654 root_mean_squared_error 0.399631 root_mean_squared_error 0.394993 root_mean_squared_error 0.393955 root_mean_squared_error 0.399375 root_mean_squared_error 0.397061 root_relative_squared_error 0.936558 root_relative_squared_error 0.946115 root_relative_squared_error 0.932649 root_relative_squared_error 0.903851 root_relative_squared_error 0.920505 root_relative_squared_error 0.936588 root_relative_squared_error 0.925718 root_relative_squared_error 0.923285 root_relative_squared_error 0.935987 root_relative_squared_error 0.930565 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