2042358 2742 Wouter Nuijten 145685 Supervised Classification total_cost 6313 weka.CostSensitiveClassifier_FilteredClassifier_SMO_PolyKernel(1) 182939 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.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V 5 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -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 5 5926 W 1 5926 K weka.classifiers.functions.supportVector.PolyKernel 5926 calibrator true 5926 E 1.0 5927 C 250007 5927 F weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0 6183 W weka.classifiers.functions.SMO 6183 cost-matrix [0.0 1.0; 500.0 0.0] 6313 S 1 6313 W weka.classifiers.meta.FilteredClassifier 6313 weka weka_3.8.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5035622 description https://api.openml.org/data/download/5035622/weka_generated_run6190084197862301739.xml -1 5035624 model_readable https://api.openml.org/data/download/5035624/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8308192003005137255.model -1 5035623 model_serialized https://api.openml.org/data/download/5035623/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier3366136514108980922.model -1 5035625 predictions https://api.openml.org/data/download/5035625/weka_generated_predictions72441067870527271.arff area_under_roc_curve 0.937723 [0.937723,0.937723] average_cost 0.109572 f_measure 0.991032 [0.992451,0.170528] kappa 0.167928 kb_relative_information_score -1843625.418554 mean_absolute_error 0.014961 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.998243 [0.999807,0.094295] predictive_accuracy 0.985039 prior_entropy 0.018376 recall 0.985039 [0.985203,0.890244] relative_absolute_error 4.333397 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.122315 root_relative_squared_error 2.94543 total_cost 31207 area_under_roc_curve 0.962125 [0.962125,0.962125] area_under_roc_curve 0.899388 [0.899388,0.899388] area_under_roc_curve 0.900513 [0.900513,0.900513] area_under_roc_curve 0.952483 [0.952483,0.952483] area_under_roc_curve 0.95127 [0.95127,0.95127] area_under_roc_curve 0.941857 [0.941857,0.941857] area_under_roc_curve 0.941893 [0.941893,0.941893] area_under_roc_curve 0.951762 [0.951762,0.951762] area_under_roc_curve 0.922504 [0.922504,0.922504] area_under_roc_curve 0.953239 [0.953239,0.953239] average_cost 0.067168 average_cost 0.175521 average_cost 0.173273 average_cost 0.0836 average_cost 0.086022 average_cost 0.104034 average_cost 0.103964 average_cost 0.085042 average_cost 0.135007 average_cost 0.082093 f_measure 0.991235 [0.992631,0.181102] f_measure 0.989518 [0.990989,0.136054] f_measure 0.990689 [0.992133,0.152672] f_measure 0.991802 [0.993184,0.189474] f_measure 0.990531 [0.991953,0.165441] f_measure 0.990245 [0.991703,0.16129] f_measure 0.990282 [0.991738,0.161871] f_measure 0.991045 [0.992453,0.174419] f_measure 0.992394 [0.993773,0.192661] f_measure 0.992598 [0.99395,0.208333] kappa 0.178548 kappa 0.133321 kappa 0.150021 kappa 0.186965 kappa 0.16282 kappa 0.158601 kappa 0.159184 kappa 0.17184 kappa 0.190187 kappa 0.205911 kb_relative_information_score -179418.40611 kb_relative_information_score -225363.025188 kb_relative_information_score -193401.551047 kb_relative_information_score -163937.067074 kb_relative_information_score -198395.531382 kb_relative_information_score -204887.977858 kb_relative_information_score -203889.181791 kb_relative_information_score -184412.522466 kb_relative_information_score -147457.06799 kb_relative_information_score -142463.087656 mean_absolute_error 0.014606 mean_absolute_error 0.017836 mean_absolute_error 0.015589 mean_absolute_error 0.013518 mean_absolute_error 0.01594 mean_absolute_error 0.016432 mean_absolute_error 0.016362 mean_absolute_error 0.014958 mean_absolute_error 0.01236 mean_absolute_error 0.012008 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 0.998345 [0.999893,0.100218] precision 0.998086 [0.999678,0.074212] precision 0.998104 [0.999679,0.084211] precision 0.998319 [0.999857,0.105634] precision 0.998293 [0.999857,0.090909] precision 0.998222 [0.999821,0.088583] precision 0.998222 [0.999821,0.088933] precision 0.998303 [0.999857,0.09636] precision 0.998217 [0.999751,0.108527] precision 0.99834 [0.999858,0.117493] predictive_accuracy 0.985394 predictive_accuracy 0.982164 predictive_accuracy 0.984411 predictive_accuracy 0.986482 predictive_accuracy 0.98406 predictive_accuracy 0.983568 predictive_accuracy 0.983638 predictive_accuracy 0.985042 predictive_accuracy 0.98764 predictive_accuracy 0.987992 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 0.985394 [0.985474,0.938776] recall 0.982164 [0.982449,0.816327] recall 0.984411 [0.9847,0.816327] recall 0.986482 [0.9866,0.918367] recall 0.98406 [0.984173,0.918367] recall 0.983568 [0.983715,0.9] recall 0.983638 [0.983785,0.9] recall 0.985042 [0.985157,0.918367] recall 0.98764 [0.987865,0.857143] recall 0.987992 [0.988112,0.918367] relative_absolute_error 4.239251 relative_absolute_error 5.176778 relative_absolute_error 4.524585 relative_absolute_error 3.923346 relative_absolute_error 4.626491 relative_absolute_error 4.721213 relative_absolute_error 4.701037 relative_absolute_error 4.341233 relative_absolute_error 3.587122 relative_absolute_error 3.485215 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 0.120856 root_mean_squared_error 0.133553 root_mean_squared_error 0.124857 root_mean_squared_error 0.116266 root_mean_squared_error 0.126256 root_mean_squared_error 0.128187 root_mean_squared_error 0.127913 root_mean_squared_error 0.122302 root_mean_squared_error 0.111174 root_mean_squared_error 0.109583 root_relative_squared_error 2.916235 root_relative_squared_error 3.22261 root_relative_squared_error 3.012779 root_relative_squared_error 2.805474 root_relative_squared_error 3.046518 root_relative_squared_error 3.0621 root_relative_squared_error 3.05555 root_relative_squared_error 2.951078 root_relative_squared_error 2.682546 root_relative_squared_error 2.644167 total_cost 1913 total_cost 4999 total_cost 4935 total_cost 2381 total_cost 2450 total_cost 2963 total_cost 2961 total_cost 2422 total_cost 3845 total_cost 2338