2040628 2749 Daan Dinkla 145685 Supervised Classification total_cost 6201 weka.AdaBoostM1_CostSensitiveClassifier_Logistic(2) 181323 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.functions.Logistic -- -R 1.0E-8 -M -1 -num-decimal-places 4 P 100 6201 S 1 6201 I 10 6201 W weka.classifiers.meta.CostSensitiveClassifier 6201 cost-matrix [0.0 1.0; 500.0 0.0] 6202 S 1 6202 W weka.classifiers.functions.Logistic 6202 R 1.0E-8 6203 M -1 6203 num-decimal-places 4 6203 weka weka_3.9.1 1597 creditcard https://www.openml.org/data/download/1673544/phpKo8OWT -1 5031474 description https://api.openml.org/data/download/5031474/weka_generated_run2427968686918701326.xml -1 5031476 model_readable https://api.openml.org/data/download/5031476/WekaModel_weka.classifiers.meta.AdaBoostM13583903637808201702.model -1 5031475 model_serialized https://api.openml.org/data/download/5031475/WekaSerialized_weka.classifiers.meta.AdaBoostM16383292395668219637.model -1 5031477 predictions https://api.openml.org/data/download/5031477/weka_generated_predictions2516676405961950528.arff area_under_roc_curve 0.973284 [0.973284,0.973284] average_cost 0.113972 f_measure 0.988736 [0.99021,0.137089] kappa 0.134329 kb_relative_information_score -54553280.885975 mean_absolute_error 0.063779 mean_prior_absolute_error 0.003452 number_of_instances 284807 [284315,492] precision 0.998208 [0.999806,0.074262] predictive_accuracy 0.98064 prior_entropy 0.018376 recall 0.98064 [0.980796,0.890244] relative_absolute_error 18.473479 root_mean_prior_squared_error 0.041527 root_mean_squared_error 0.139125 root_relative_squared_error 3.35023 total_cost 32460 area_under_roc_curve 0.991261 [0.991261,0.991261] area_under_roc_curve 0.960077 [0.960077,0.960077] area_under_roc_curve 0.924035 [0.924035,0.924035] area_under_roc_curve 0.98029 [0.98029,0.98029] area_under_roc_curve 0.98485 [0.98485,0.98485] area_under_roc_curve 0.988192 [0.988192,0.988192] area_under_roc_curve 0.994529 [0.994529,0.994529] area_under_roc_curve 0.985036 [0.985036,0.985036] area_under_roc_curve 0.968118 [0.968118,0.968118] area_under_roc_curve 0.977078 [0.977078,0.977078] average_cost 0.070889 average_cost 0.176082 average_cost 0.194235 average_cost 0.088761 average_cost 0.089709 average_cost 0.090481 average_cost 0.088304 average_cost 0.09073 average_cost 0.161587 average_cost 0.08894 f_measure 0.989289 [0.990736,0.149837] f_measure 0.989226 [0.990702,0.13245] f_measure 0.988893 [0.99038,0.125806] f_measure 0.989102 [0.990557,0.144695] f_measure 0.988609 [0.990073,0.138675] f_measure 0.988181 [0.989678,0.136701] f_measure 0.989315 [0.99079,0.150573] f_measure 0.988078 [0.989553,0.132743] f_measure 0.987661 [0.989159,0.118497] f_measure 0.98901 [0.990467,0.143541] kappa 0.147137 kappa 0.129699 kappa 0.123027 kappa 0.141975 kappa 0.135926 kappa 0.133886 kappa 0.147826 kappa 0.129966 kappa 0.11567 kappa 0.140815 kb_relative_information_score -5772651.241871 kb_relative_information_score -5048197.788137 kb_relative_information_score -3785727.215277 kb_relative_information_score -5768675.14371 kb_relative_information_score -5729900.80237 kb_relative_information_score -5669970.272647 kb_relative_information_score -5979687.675305 kb_relative_information_score -5671801.403003 kb_relative_information_score -5836756.179253 kb_relative_information_score -5289913.164404 mean_absolute_error 0.066749 mean_absolute_error 0.059156 mean_absolute_error 0.048811 mean_absolute_error 0.063541 mean_absolute_error 0.066414 mean_absolute_error 0.064623 mean_absolute_error 0.06664 mean_absolute_error 0.067053 mean_absolute_error 0.068179 mean_absolute_error 0.066629 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 0.998312 [0.999893,0.081416] precision 0.998082 [0.999678,0.072072] precision 0.998039 [0.999642,0.068301] precision 0.998272 [0.999857,0.078534] precision 0.998265 [0.999857,0.075] precision 0.998231 [0.999856,0.073836] precision 0.998245 [0.999857,0.081996] precision 0.998259 [0.999856,0.071542] precision 0.998102 [0.999713,0.063764] precision 0.99827 [0.999857,0.077855] predictive_accuracy 0.981672 predictive_accuracy 0.981602 predictive_accuracy 0.98097 predictive_accuracy 0.981321 predictive_accuracy 0.980373 predictive_accuracy 0.9796 predictive_accuracy 0.981777 predictive_accuracy 0.979354 predictive_accuracy 0.978581 predictive_accuracy 0.981145 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 0.981672 [0.981746,0.938776] recall 0.981602 [0.981887,0.816327] recall 0.98097 [0.981289,0.795918] recall 0.981321 [0.981429,0.918367] recall 0.980373 [0.98048,0.918367] recall 0.9796 [0.979705,0.92] recall 0.981777 [0.981886,0.92] recall 0.979354 [0.979459,0.918367] recall 0.978581 [0.978826,0.836735] recall 0.981145 [0.981253,0.918367] relative_absolute_error 19.372985 relative_absolute_error 17.169141 relative_absolute_error 14.166596 relative_absolute_error 18.44177 relative_absolute_error 19.275583 relative_absolute_error 18.567489 relative_absolute_error 19.146997 relative_absolute_error 19.460872 relative_absolute_error 19.787724 relative_absolute_error 19.337896 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 0.139746 root_mean_squared_error 0.137142 root_mean_squared_error 0.132572 root_mean_squared_error 0.135207 root_mean_squared_error 0.141329 root_mean_squared_error 0.140324 root_mean_squared_error 0.138431 root_mean_squared_error 0.142545 root_mean_squared_error 0.143388 root_mean_squared_error 0.140208 root_relative_squared_error 3.37204 root_relative_squared_error 3.309196 root_relative_squared_error 3.198938 root_relative_squared_error 3.262524 root_relative_squared_error 3.410236 root_relative_squared_error 3.35202 root_relative_squared_error 3.306798 root_relative_squared_error 3.439532 root_relative_squared_error 3.45987 root_relative_squared_error 3.383137 total_cost 2019 total_cost 5015 total_cost 5532 total_cost 2528 total_cost 2555 total_cost 2577 total_cost 2515 total_cost 2584 total_cost 4602 total_cost 2533