2042357 2742 Wouter Nuijten 145685 Supervised Classification total_cost 6312 weka.CostSensitiveClassifier_FilteredClassifier_NaiveBayes(1) 182938 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.bayes.NaiveBayes F weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0 6137 W weka.classifiers.bayes.NaiveBayes 6137 cost-matrix [0.0 1.0; 500.0 0.0] 6312 S 1 6312 W weka.classifiers.meta.FilteredClassifier 6312 weka weka_3.8.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5035617 description https://api.openml.org/data/download/5035617/weka_generated_run6214408478513843629.xml -1 5035619 model_readable https://api.openml.org/data/download/5035619/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8108041625204983439.model -1 5035618 model_serialized https://api.openml.org/data/download/5035618/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier9218760447859232477.model -1 5035620 predictions https://api.openml.org/data/download/5035620/weka_generated_predictions6432927931924293699.arff area_under_roc_curve 0.930819 [0.930819,0.930819] average_cost 0.145639 f_measure 0.984113 [0.985651,0.095549] kappa 0.092587 kb_relative_information_score -4139154.585127 mean_absolute_error 0.028381 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.998118 [0.999758,0.050571] predictive_accuracy 0.971749 prior_entropy 0.018376 recall 0.971749 [0.971936,0.863821] relative_absolute_error 8.220346 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.16606 root_relative_squared_error 3.998827 total_cost 41479 area_under_roc_curve 0.967729 [0.967729,0.967729] area_under_roc_curve 0.890921 [0.890921,0.890921] area_under_roc_curve 0.872569 [0.872569,0.872569] area_under_roc_curve 0.945802 [0.945802,0.945802] area_under_roc_curve 0.957257 [0.957257,0.957257] area_under_roc_curve 0.926528 [0.926528,0.926528] area_under_roc_curve 0.94596 [0.94596,0.94596] area_under_roc_curve 0.947496 [0.947496,0.947496] area_under_roc_curve 0.895431 [0.895431,0.895431] area_under_roc_curve 0.958287 [0.958287,0.958287] average_cost 0.081072 average_cost 0.258453 average_cost 0.237808 average_cost 0.116183 average_cost 0.099119 average_cost 0.150732 average_cost 0.134721 average_cost 0.097542 average_cost 0.201545 average_cost 0.079213 f_measure 0.983995 [0.985515,0.10177] f_measure 0.982835 [0.984397,0.07611] f_measure 0.98446 [0.986008,0.086147] f_measure 0.983952 [0.98548,0.097561] f_measure 0.983718 [0.985244,0.098146] f_measure 0.984174 [0.985734,0.097065] f_measure 0.983392 [0.984955,0.094522] f_measure 0.984539 [0.986058,0.103211] f_measure 0.985103 [0.986639,0.094203] f_measure 0.984962 [0.986473,0.108108] kappa 0.098837 kappa 0.073086 kappa 0.083172 kappa 0.094615 kappa 0.095199 kappa 0.094064 kappa 0.091503 kappa 0.100289 kappa 0.091261 kappa 0.105206 kb_relative_information_score -421080.289859 kb_relative_information_score -443028.996788 kb_relative_information_score -399630.801117 kb_relative_information_score -415608.614985 kb_relative_information_score -427287.350281 kb_relative_information_score -411970.641187 kb_relative_information_score -439210.452522 kb_relative_information_score -404526.441523 kb_relative_information_score -385137.290441 kb_relative_information_score -391673.706433 mean_absolute_error 0.028725 mean_absolute_error 0.030618 mean_absolute_error 0.027698 mean_absolute_error 0.02859 mean_absolute_error 0.02922 mean_absolute_error 0.028159 mean_absolute_error 0.029839 mean_absolute_error 0.027642 mean_absolute_error 0.026443 mean_absolute_error 0.026872 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 0.998264 [0.999891,0.053801] precision 0.997878 [0.999529,0.040134] precision 0.997925 [0.999566,0.045679] precision 0.998188 [0.999819,0.051583] precision 0.998224 [0.999855,0.051843] precision 0.998082 [0.999747,0.051435] precision 0.998115 [0.999783,0.049943] precision 0.998229 [0.999855,0.054678] precision 0.998005 [0.999639,0.050064] precision 0.99827 [0.999892,0.057357] predictive_accuracy 0.97149 predictive_accuracy 0.969313 predictive_accuracy 0.972438 predictive_accuracy 0.97142 predictive_accuracy 0.970963 predictive_accuracy 0.971911 predictive_accuracy 0.970401 predictive_accuracy 0.972542 predictive_accuracy 0.973666 predictive_accuracy 0.97335 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 0.97149 [0.971546,0.938776] recall 0.969313 [0.969717,0.734694] recall 0.972438 [0.972812,0.755102] recall 0.97142 [0.971546,0.897959] recall 0.970963 [0.971054,0.918367] recall 0.971911 [0.972108,0.86] recall 0.970401 [0.97056,0.88] recall 0.972542 [0.972636,0.918367] recall 0.973666 [0.973972,0.795918] recall 0.97335 [0.973409,0.938776] relative_absolute_error 8.336883 relative_absolute_error 8.886372 relative_absolute_error 8.03894 relative_absolute_error 8.297875 relative_absolute_error 8.480739 relative_absolute_error 8.090696 relative_absolute_error 8.573356 relative_absolute_error 8.02258 relative_absolute_error 7.674615 relative_absolute_error 7.799111 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 0.166927 root_mean_squared_error 0.172721 root_mean_squared_error 0.164228 root_mean_squared_error 0.166505 root_mean_squared_error 0.168448 root_mean_squared_error 0.165438 root_mean_squared_error 0.170203 root_mean_squared_error 0.163788 root_mean_squared_error 0.160414 root_mean_squared_error 0.161535 root_relative_squared_error 4.027914 root_relative_squared_error 4.167723 root_relative_squared_error 3.962783 root_relative_squared_error 4.017725 root_relative_squared_error 4.064609 root_relative_squared_error 3.951927 root_relative_squared_error 4.065766 root_relative_squared_error 3.952106 root_relative_squared_error 3.870697 root_relative_squared_error 3.897732 total_cost 2309 total_cost 7361 total_cost 6773 total_cost 3309 total_cost 2823 total_cost 4293 total_cost 3837 total_cost 2778 total_cost 5740 total_cost 2256