2042150 2742 Wouter Nuijten 145685 Supervised Classification total_cost 6274 weka.CostSensitiveClassifier_FilteredClassifier_AdaBoostM1_MultilayerPerceptron(1) 182735 weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0" -W weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H "a, a" L 0.3 5920 M 0.2 5920 N 500 5920 V 0 5920 S 0 5920 E 20 5920 H a, a 5920 cost-matrix [0.0 1.0; 500.0 0.0] 6274 S 1 6274 W weka.classifiers.meta.FilteredClassifier 6274 F weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0 6275 W weka.classifiers.meta.AdaBoostM1 6275 P 100 6276 S 1 6276 I 10 6276 W weka.classifiers.functions.MultilayerPerceptron 6276 weka weka_3.8.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5035042 description https://api.openml.org/data/download/5035042/weka_generated_run4507844153972182898.xml -1 5035044 model_readable https://api.openml.org/data/download/5035044/WekaModel_weka.classifiers.meta.CostSensitiveClassifier9004133515225908818.model -1 5035043 model_serialized https://api.openml.org/data/download/5035043/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier4509182029038361038.model -1 5035045 predictions https://api.openml.org/data/download/5035045/weka_generated_predictions3305872148357940911.arff area_under_roc_curve 0.933607 [0.933607,0.933607] average_cost 0.117638 f_measure 0.989563 [0.991022,0.146687] kappa 0.143975 kb_relative_information_score -58152063.592833 mean_absolute_error 0.039513 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.998207 [0.999796,0.079978] predictive_accuracy 0.98223 prior_entropy 0.018376 recall 0.98223 [0.9824,0.884146] relative_absolute_error 11.444803 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.133761 root_relative_squared_error 3.221041 total_cost 33504 area_under_roc_curve 0.961307 [0.961307,0.961307] area_under_roc_curve 0.886869 [0.886869,0.886869] area_under_roc_curve 0.883855 [0.883855,0.883855] area_under_roc_curve 0.957673 [0.957673,0.957673] area_under_roc_curve 0.943166 [0.943166,0.943166] area_under_roc_curve 0.930658 [0.930658,0.930658] area_under_roc_curve 0.939805 [0.939805,0.939805] area_under_roc_curve 0.949246 [0.949246,0.949246] area_under_roc_curve 0.926597 [0.926597,0.926597] area_under_roc_curve 0.967488 [0.967488,0.967488] average_cost 0.069204 average_cost 0.198027 average_cost 0.201117 average_cost 0.082371 average_cost 0.099751 average_cost 0.125031 average_cost 0.108493 average_cost 0.090098 average_cost 0.130478 average_cost 0.071805 f_measure 0.990169 [0.991595,0.162544] f_measure 0.986925 [0.988441,0.107143] f_measure 0.994483 [0.995781,0.24127] f_measure 0.99245 [0.993808,0.204545] f_measure 0.992518 [0.993879,0.202765] f_measure 0.988428 [0.98993,0.134351] f_measure 0.987921 [0.989427,0.131387] f_measure 0.988407 [0.989876,0.136364] f_measure 0.985627 [0.987142,0.106436] f_measure 0.988813 [0.99027,0.14375] kappa 0.159904 kappa 0.104268 kappa 0.239059 kappa 0.202106 kappa 0.200324 kappa 0.131535 kappa 0.12855 kappa 0.133604 kappa 0.103538 kappa 0.141021 kb_relative_information_score -5559741.734203 kb_relative_information_score -5789348.1424 kb_relative_information_score -5574989.348995 kb_relative_information_score -5909449.777016 kb_relative_information_score -6351848.685798 kb_relative_information_score -5696347.266324 kb_relative_information_score -6259250.494229 kb_relative_information_score -5635651.014635 kb_relative_information_score -5425337.990436 kb_relative_information_score -5950099.138806 mean_absolute_error 0.035952 mean_absolute_error 0.043425 mean_absolute_error 0.028737 mean_absolute_error 0.035474 mean_absolute_error 0.040534 mean_absolute_error 0.040058 mean_absolute_error 0.046851 mean_absolute_error 0.039588 mean_absolute_error 0.042519 mean_absolute_error 0.041993 mean_prior_absolute_error 0.003445 mean_prior_absolute_error 0.003445 mean_prior_absolute_error 0.003445 mean_prior_absolute_error 0.003445 mean_prior_absolute_error 0.003445 mean_prior_absolute_error 0.00348 mean_prior_absolute_error 0.00348 mean_prior_absolute_error 0.003446 mean_prior_absolute_error 0.003446 mean_prior_absolute_error 0.003446 number_of_instances 28481 [28432,49] number_of_instances 28481 [28432,49] number_of_instances 28481 [28432,49] number_of_instances 28481 [28432,49] number_of_instances 28481 [28432,49] number_of_instances 28481 [28431,50] number_of_instances 28481 [28431,50] number_of_instances 28480 [28431,49] number_of_instances 28480 [28431,49] number_of_instances 28480 [28431,49] precision 0.998326 [0.999893,0.088975] precision 0.998019 [0.99964,0.057437] precision 0.998136 [0.99961,0.142857] precision 0.998335 [0.999858,0.11509] precision 0.998299 [0.999822,0.114286] precision 0.998157 [0.999785,0.072727] precision 0.99819 [0.99982,0.070866] precision 0.998263 [0.999856,0.07365] precision 0.998161 [0.999784,0.056653] precision 0.998306 [0.999892,0.077834] predictive_accuracy 0.983357 predictive_accuracy 0.977178 predictive_accuracy 0.991608 predictive_accuracy 0.987711 predictive_accuracy 0.987852 predictive_accuracy 0.980092 predictive_accuracy 0.979109 predictive_accuracy 0.979986 predictive_accuracy 0.974649 predictive_accuracy 0.980758 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 prior_entropy 0.018376 recall 0.983357 [0.983434,0.938776] recall 0.977178 [0.97749,0.795918] recall 0.991608 [0.991981,0.77551] recall 0.987711 [0.987831,0.918367] recall 0.987852 [0.988006,0.897959] recall 0.980092 [0.980268,0.88] recall 0.979109 [0.979248,0.9] recall 0.979986 [0.980092,0.918367] recall 0.974649 [0.974816,0.877551] recall 0.980758 [0.980831,0.938776] relative_absolute_error 10.434543 relative_absolute_error 12.603485 relative_absolute_error 8.34045 relative_absolute_error 10.295968 relative_absolute_error 11.764288 relative_absolute_error 11.509481 relative_absolute_error 13.461089 relative_absolute_error 11.489652 relative_absolute_error 12.340194 relative_absolute_error 12.187776 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041863 root_mean_prior_squared_error 0.041863 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_prior_squared_error 0.041443 root_mean_squared_error 0.129501 root_mean_squared_error 0.150274 root_mean_squared_error 0.093403 root_mean_squared_error 0.112546 root_mean_squared_error 0.113172 root_mean_squared_error 0.14106 root_mean_squared_error 0.145182 root_mean_squared_error 0.141332 root_mean_squared_error 0.158113 root_mean_squared_error 0.139347 root_relative_squared_error 3.124829 root_relative_squared_error 3.626079 root_relative_squared_error 2.253787 root_relative_squared_error 2.715713 root_relative_squared_error 2.730804 root_relative_squared_error 3.369601 root_relative_squared_error 3.468071 root_relative_squared_error 3.410247 root_relative_squared_error 3.815172 root_relative_squared_error 3.362359 total_cost 1971 total_cost 5640 total_cost 5728 total_cost 2346 total_cost 2841 total_cost 3561 total_cost 3090 total_cost 2566 total_cost 3716 total_cost 2045