1842287 1965 M. van Nijnatten 125969 Supervised Classification 2139 weka.CostSensitiveClassifier_Bagging_RandomTree(1) 25655 weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 2.05 0.0]" -M -S 1 -W weka.classifiers.meta.Bagging -num-decimal-places 6 -- -P 100 -O -S 1 -num-slots 4 -I 200 -W weka.classifiers.trees.RandomTree -num-decimal-places 6 -- -K 0 -M 1.0 -V 0.01 -S 1 -depth 12 -B -num-decimal-places 6 K 0 1725 M 1.0 1725 V 0.01 1725 S 1 1725 depth 12 1725 B true 1725 num-decimal-places 6 1725 M true 2139 cost-matrix [0.0 1.0; 2.05 0.0] 2139 S 1 2139 W weka.classifiers.meta.Bagging 2139 num-decimal-places 6 2139 P 100 2140 O true 2140 S 1 2140 num-slots 4 2140 I 200 2140 W weka.classifiers.trees.RandomTree 2140 num-decimal-places 6 2140 weka weka_3.7.13 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4628649 description https://api.openml.org/data/download/4628649/weka_generated_run8397721838284882537.xml -1 4628651 model_readable https://api.openml.org/data/download/4628651/WekaModel_weka.classifiers.meta.CostSensitiveClassifier91787369726357321.model -1 4628650 model_serialized https://api.openml.org/data/download/4628650/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier8523577614737407791.model -1 4628652 predictions https://api.openml.org/data/download/4628652/weka_generated_predictions6590248735901543524.arff area_under_roc_curve 0.725359 [0.725359,0.725359] average_cost 0.216878 f_measure 0.858361 [0.918285,0.554486] kappa 0.473152 kb_relative_information_score 3248.714966 mean_absolute_error 0.1381 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.855748 [0.907834,0.591619] predictive_accuracy 0.8619 prior_entropy 0.645663 recall 0.8619 [0.92898,0.521739] relative_absolute_error 0.501772 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.371618 root_relative_squared_error 1.001868 total_cost 1817 area_under_roc_curve 0.738986 [0.738986,0.738986] area_under_roc_curve 0.704896 [0.704896,0.704896] area_under_roc_curve 0.754037 [0.754037,0.754037] area_under_roc_curve 0.696884 [0.696884,0.696884] area_under_roc_curve 0.736532 [0.736532,0.736532] area_under_roc_curve 0.736843 [0.736843,0.736843] area_under_roc_curve 0.715 [0.715,0.715] area_under_roc_curve 0.704948 [0.704948,0.704948] area_under_roc_curve 0.738213 [0.738213,0.738213] area_under_roc_curve 0.72725 [0.72725,0.72725] average_cost 0.212411 average_cost 0.232697 average_cost 0.190931 average_cost 0.235084 average_cost 0.194511 average_cost 0.21599 average_cost 0.22315 average_cost 0.236277 average_cost 0.213859 average_cost 0.213859 f_measure 0.859342 [0.916726,0.568266] f_measure 0.847806 [0.912553,0.51938] f_measure 0.876847 [0.929577,0.609375] f_measure 0.8472 [0.913684,0.50996] f_measure 0.87781 [0.933241,0.596639] f_measure 0.856381 [0.914408,0.562044] f_measure 0.85468 [0.916901,0.539062] f_measure 0.844433 [0.909348,0.515152] f_measure 0.858185 [0.915835,0.566176] f_measure 0.860909 [0.920254,0.560311] kappa 0.485025 kappa 0.432435 kappa 0.539459 kappa 0.42465 kappa 0.531854 kappa 0.476457 kappa 0.456562 kappa 0.424722 kappa 0.482033 kappa 0.48108 kb_relative_information_score 319.191462 kb_relative_information_score 288.173332 kb_relative_information_score 394.521208 kb_relative_information_score 292.604493 kb_relative_information_score 412.245854 kb_relative_information_score 305.897978 kb_relative_information_score 314.760301 kb_relative_information_score 270.448686 kb_relative_information_score 314.357922 kb_relative_information_score 336.513729 mean_absolute_error 0.139618 mean_absolute_error 0.147971 mean_absolute_error 0.119332 mean_absolute_error 0.146778 mean_absolute_error 0.114558 mean_absolute_error 0.143198 mean_absolute_error 0.140811 mean_absolute_error 0.152745 mean_absolute_error 0.14098 mean_absolute_error 0.135006 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.27533 mean_prior_absolute_error 0.27533 number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 837 [699,138] number_of_instances 837 [699,138] precision 0.858386 [0.913475,0.578947] precision 0.844666 [0.901114,0.558333] precision 0.874567 [0.916667,0.661017] precision 0.843331 [0.897931,0.566372] precision 0.876408 [0.909214,0.71] precision 0.855974 [0.913105,0.566176] precision 0.851565 [0.904167,0.584746] precision 0.842072 [0.901685,0.539683] precision 0.857402 [0.913229,0.574627] precision 0.858115 [0.908078,0.605042] predictive_accuracy 0.860382 predictive_accuracy 0.852029 predictive_accuracy 0.880668 predictive_accuracy 0.853222 predictive_accuracy 0.885442 predictive_accuracy 0.856802 predictive_accuracy 0.859189 predictive_accuracy 0.847255 predictive_accuracy 0.85902 predictive_accuracy 0.864994 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 recall 0.860382 [0.92,0.557971] recall 0.852029 [0.924286,0.485507] recall 0.880668 [0.942857,0.565217] recall 0.853222 [0.93,0.463768] recall 0.885442 [0.958571,0.514493] recall 0.856802 [0.915714,0.557971] recall 0.859189 [0.93,0.5] recall 0.847255 [0.917143,0.492754] recall 0.85902 [0.918455,0.557971] recall 0.864994 [0.932761,0.521739] relative_absolute_error 0.507337 relative_absolute_error 0.53769 relative_absolute_error 0.433621 relative_absolute_error 0.533354 relative_absolute_error 0.416276 relative_absolute_error 0.520346 relative_absolute_error 0.511673 relative_absolute_error 0.555035 relative_absolute_error 0.512039 relative_absolute_error 0.490342 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.371067 root_mean_prior_squared_error 0.371067 root_mean_squared_error 0.373655 root_mean_squared_error 0.38467 root_mean_squared_error 0.345444 root_mean_squared_error 0.383116 root_mean_squared_error 0.338465 root_mean_squared_error 0.378415 root_mean_squared_error 0.375249 root_mean_squared_error 0.390826 root_mean_squared_error 0.375473 root_mean_squared_error 0.367432 root_relative_squared_error 1.007457 root_relative_squared_error 1.037156 root_relative_squared_error 0.931394 root_relative_squared_error 1.032966 root_relative_squared_error 0.912576 root_relative_squared_error 1.020291 root_relative_squared_error 1.011753 root_relative_squared_error 1.053752 root_relative_squared_error 1.011872 root_relative_squared_error 0.990202 total_cost 178 total_cost 195 total_cost 160 total_cost 197 total_cost 163 total_cost 181 total_cost 187 total_cost 198 total_cost 179 total_cost 179