2041741 2742 Wouter Nuijten 145685 Supervised Classification total_cost 6086 weka.CostSensitiveClassifier_RandomForest(5) 182327 weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.trees.RandomForest -- -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 P 100 5923 I 100 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 weka weka_3.8.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5033970 description https://api.openml.org/data/download/5033970/weka_generated_run6584940510198901739.xml -1 5033972 model_readable https://api.openml.org/data/download/5033972/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8299009615531033407.model -1 5033971 model_serialized https://api.openml.org/data/download/5033971/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier290107102401540703.model -1 5033973 predictions https://api.openml.org/data/download/5033973/weka_generated_predictions1024606735197736539.arff area_under_roc_curve 0.963249 [0.963249,0.963249] average_cost 0.166881 f_measure 0.999549 [0.999782,0.864924] kappa 0.864707 kb_relative_information_score -1522304.344514 mean_absolute_error 0.001169 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.999549 [0.999666,0.931925] predictive_accuracy 0.999565 prior_entropy 0.018376 recall 0.999565 [0.999898,0.806911] relative_absolute_error 0.338709 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.020063 root_relative_squared_error 0.48312 total_cost 47529 area_under_roc_curve 0.989187 [0.989187,0.989187] area_under_roc_curve 0.93532 [0.93532,0.93532] area_under_roc_curve 0.924238 [0.924238,0.924238] area_under_roc_curve 0.977602 [0.977602,0.977602] area_under_roc_curve 0.978137 [0.978137,0.978137] area_under_roc_curve 0.957787 [0.957787,0.957787] area_under_roc_curve 0.978542 [0.978542,0.978542] area_under_roc_curve 0.967659 [0.967659,0.967659] area_under_roc_curve 0.95641 [0.95641,0.95641] area_under_roc_curve 0.967537 [0.967537,0.967537] average_cost 0.122994 average_cost 0.228468 average_cost 0.245813 average_cost 0.175626 average_cost 0.158 average_cost 0.140585 average_cost 0.14062 average_cost 0.122928 average_cost 0.193188 average_cost 0.14059 f_measure 0.999641 [0.999824,0.893617] f_measure 0.999275 [0.999648,0.782609] f_measure 0.999433 [0.999736,0.823529] f_measure 0.99956 [0.999789,0.866667] f_measure 0.999668 [0.999842,0.898876] f_measure 0.99957 [0.999789,0.875] f_measure 0.999537 [0.999771,0.865979] f_measure 0.99971 [0.999859,0.913043] f_measure 0.99952 [0.999771,0.853933] f_measure 0.99957 [0.999789,0.87234] kappa 0.893441 kappa 0.782259 kappa 0.823272 kappa 0.866457 kappa 0.89872 kappa 0.874789 kappa 0.865751 kappa 0.912903 kappa 0.853706 kappa 0.87213 kb_relative_information_score -145767.163317 kb_relative_information_score -149954.715155 kb_relative_information_score -150778.330476 kb_relative_information_score -158218.734613 kb_relative_information_score -150400.24103 kb_relative_information_score -156872.302653 kb_relative_information_score -149081.976262 kb_relative_information_score -153240.288985 kb_relative_information_score -147894.837604 kb_relative_information_score -160095.754423 mean_absolute_error 0.000994 mean_absolute_error 0.001406 mean_absolute_error 0.00125 mean_absolute_error 0.00119 mean_absolute_error 0.001183 mean_absolute_error 0.001176 mean_absolute_error 0.001084 mean_absolute_error 0.001079 mean_absolute_error 0.001172 mean_absolute_error 0.00116 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 0.99964 [0.999754,0.933333] precision 0.999264 [0.999543,0.837209] precision 0.999461 [0.999508,0.972222] precision 0.999565 [0.999648,0.95122] precision 0.999684 [0.999684,1] precision 0.999566 [0.999719,0.913043] precision 0.999532 [0.999719,0.893617] precision 0.999714 [0.999754,0.976744] precision 0.999528 [0.999613,0.95] precision 0.999566 [0.999719,0.911111] predictive_accuracy 0.999649 predictive_accuracy 0.999298 predictive_accuracy 0.999473 predictive_accuracy 0.999579 predictive_accuracy 0.999684 predictive_accuracy 0.999579 predictive_accuracy 0.999544 predictive_accuracy 0.999719 predictive_accuracy 0.999544 predictive_accuracy 0.999579 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 0.999649 [0.999894,0.857143] recall 0.999298 [0.999754,0.734694] recall 0.999473 [0.999965,0.714286] recall 0.999579 [0.99993,0.795918] recall 0.999684 [1,0.816327] recall 0.999579 [0.999859,0.84] recall 0.999544 [0.999824,0.84] recall 0.999719 [0.999965,0.857143] recall 0.999544 [0.99993,0.77551] recall 0.999579 [0.999859,0.836735] relative_absolute_error 0.288493 relative_absolute_error 0.40813 relative_absolute_error 0.36268 relative_absolute_error 0.345254 relative_absolute_error 0.343318 relative_absolute_error 0.33795 relative_absolute_error 0.311519 relative_absolute_error 0.313262 relative_absolute_error 0.340165 relative_absolute_error 0.336598 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 0.017134 root_mean_squared_error 0.024464 root_mean_squared_error 0.022428 root_mean_squared_error 0.019811 root_mean_squared_error 0.018276 root_mean_squared_error 0.020247 root_mean_squared_error 0.019531 root_mean_squared_error 0.017404 root_mean_squared_error 0.02158 root_mean_squared_error 0.018533 root_relative_squared_error 0.41344 root_relative_squared_error 0.590307 root_relative_squared_error 0.541189 root_relative_squared_error 0.478046 root_relative_squared_error 0.440994 root_relative_squared_error 0.48366 root_relative_squared_error 0.46656 root_relative_squared_error 0.419948 root_relative_squared_error 0.520711 root_relative_squared_error 0.447181 total_cost 3503 total_cost 6507 total_cost 7001 total_cost 5002 total_cost 4500 total_cost 4004 total_cost 4005 total_cost 3501 total_cost 5502 total_cost 4004