2083020 2742 Wouter Nuijten 145685 Supervised Classification total_cost 6163 weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(3) 216557 weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.instance.Resample -S 1 -Z 10.0" -W weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.trees.RandomForest -- -P 100 -I 200 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 P 100 5923 I 200 5923 num-slots 1 5923 K 0 5923 M 1.0 5923 V 0.001 5923 S 1 5923 cost-matrix [0.0 1.0; 500.0 0.0] 6086 S 1 6086 W weka.classifiers.trees.RandomForest 6086 F weka.filters.unsupervised.instance.Resample -S 1 -Z 10.0 6163 W weka.classifiers.meta.CostSensitiveClassifier 6163 weka weka_3.8.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5118673 description https://api.openml.org/data/download/5118673/weka_generated_run5429489798539552737.xml -1 5118675 model_readable https://api.openml.org/data/download/5118675/WekaModel_weka.classifiers.meta.FilteredClassifier7362974682573276927.model -1 5118674 model_serialized https://api.openml.org/data/download/5118674/WekaSerialized_weka.classifiers.meta.FilteredClassifier2953817664241801331.model -1 5118676 predictions https://api.openml.org/data/download/5118676/weka_generated_predictions520400556071675138.arff area_under_roc_curve 0.960228 [0.960228,0.960228] average_cost 0.219636 f_measure 0.999347 [0.999685,0.803943] kappa 0.80363 kb_relative_information_score -2106485.369063 mean_absolute_error 0.001568 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.99934 [0.99956,0.871734] predictive_accuracy 0.999372 prior_entropy 0.018376 recall 0.999372 [0.99981,0.745935] relative_absolute_error 0.454102 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.023783 root_relative_squared_error 0.5727 total_cost 62554 area_under_roc_curve 0.967055 [0.967055,0.967055] area_under_roc_curve 0.931381 [0.931381,0.931381] area_under_roc_curve 0.931419 [0.931419,0.931419] area_under_roc_curve 0.976754 [0.976754,0.976754] area_under_roc_curve 0.956208 [0.956208,0.956208] area_under_roc_curve 0.966553 [0.966553,0.966553] area_under_roc_curve 0.967304 [0.967304,0.967304] area_under_roc_curve 0.986369 [0.986369,0.986369] area_under_roc_curve 0.942372 [0.942372,0.942372] area_under_roc_curve 0.976192 [0.976192,0.976192] average_cost 0.175696 average_cost 0.333907 average_cost 0.298515 average_cost 0.193322 average_cost 0.158105 average_cost 0.246059 average_cost 0.193322 average_cost 0.210779 average_cost 0.245997 average_cost 0.14066 f_measure 0.999492 [0.999754,0.847826] f_measure 0.99893 [0.99949,0.674157] f_measure 0.999273 [0.999666,0.771084] f_measure 0.999387 [0.999701,0.817204] f_measure 0.999565 [0.999789,0.869565] f_measure 0.999203 [0.999613,0.765957] f_measure 0.999387 [0.999701,0.821053] f_measure 0.999447 [0.999736,0.831461] f_measure 0.999267 [0.999648,0.777778] f_measure 0.999503 [0.999754,0.854167] kappa 0.847581 kappa 0.673653 kappa 0.770761 kappa 0.816906 kappa 0.869355 kappa 0.765572 kappa 0.820755 kappa 0.8312 kappa 0.777429 kappa 0.853921 kb_relative_information_score -233819.268669 kb_relative_information_score -244840.165212 kb_relative_information_score -219657.486625 kb_relative_information_score -172166.882295 kb_relative_information_score -194532.060799 kb_relative_information_score -183666.734778 kb_relative_information_score -159052.114434 kb_relative_information_score -256876.390867 kb_relative_information_score -223427.747902 kb_relative_information_score -218446.517489 mean_absolute_error 0.00157 mean_absolute_error 0.001947 mean_absolute_error 0.001676 mean_absolute_error 0.001481 mean_absolute_error 0.001506 mean_absolute_error 0.00163 mean_absolute_error 0.001367 mean_absolute_error 0.001457 mean_absolute_error 0.001556 mean_absolute_error 0.001488 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 0.999489 [0.999648,0.906977] precision 0.998903 [0.999332,0.75] precision 0.999302 [0.999402,0.941176] precision 0.999379 [0.999613,0.863636] precision 0.999564 [0.999684,0.930233] precision 0.999189 [0.999508,0.818182] precision 0.99938 [0.999613,0.866667] precision 0.99945 [0.999578,0.925] precision 0.999257 [0.999508,0.853659] precision 0.999499 [0.999719,0.87234] predictive_accuracy 0.999508 predictive_accuracy 0.998982 predictive_accuracy 0.999333 predictive_accuracy 0.999403 predictive_accuracy 0.999579 predictive_accuracy 0.999228 predictive_accuracy 0.999403 predictive_accuracy 0.999473 predictive_accuracy 0.999298 predictive_accuracy 0.999508 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 0.999508 [0.999859,0.795918] recall 0.998982 [0.999648,0.612245] recall 0.999333 [0.99993,0.653061] recall 0.999403 [0.999789,0.77551] recall 0.999579 [0.999894,0.816327] recall 0.999228 [0.999719,0.72] recall 0.999403 [0.999789,0.78] recall 0.999473 [0.999894,0.755102] recall 0.999298 [0.999789,0.714286] recall 0.999508 [0.999789,0.836735] relative_absolute_error 0.45577 relative_absolute_error 0.565166 relative_absolute_error 0.486393 relative_absolute_error 0.429887 relative_absolute_error 0.437071 relative_absolute_error 0.468288 relative_absolute_error 0.392627 relative_absolute_error 0.422863 relative_absolute_error 0.4516 relative_absolute_error 0.43183 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 0.020959 root_mean_squared_error 0.028011 root_mean_squared_error 0.025338 root_mean_squared_error 0.024894 root_mean_squared_error 0.021502 root_mean_squared_error 0.025462 root_mean_squared_error 0.02328 root_mean_squared_error 0.02022 root_mean_squared_error 0.025279 root_mean_squared_error 0.02168 root_relative_squared_error 0.505729 root_relative_squared_error 0.675904 root_relative_squared_error 0.611409 root_relative_squared_error 0.600694 root_relative_squared_error 0.518829 root_relative_squared_error 0.608217 root_relative_squared_error 0.556107 root_relative_squared_error 0.487887 root_relative_squared_error 0.609966 root_relative_squared_error 0.523123 total_cost 5004 total_cost 9510 total_cost 8502 total_cost 5506 total_cost 4503 total_cost 7008 total_cost 5506 total_cost 6003 total_cost 7006 total_cost 4006