1839812 1951 J B 125969 Supervised Classification 3490 weka.J48(36) 24229 weka.classifiers.trees.J48 -- -O -R -N 3 -Q 35 -B -M 40 -A -num-decimal-places 8 -batch-size 1500 O true 3490 M 40 3490 R true 3490 N 3 3490 B true 3490 A true 3490 Q 35 3490 num-decimal-places 8 3490 batch-size 1500 3490 weka weka_3.8.0 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4618584 description https://api.openml.org/data/download/4618584/weka_generated_run4746682884274716355.xml -1 4618586 model_readable https://api.openml.org/data/download/4618586/WekaModel_weka.classifiers.trees.J483148439713079994478.model -1 4618585 model_serialized https://api.openml.org/data/download/4618585/WekaSerialized_weka.classifiers.trees.J486932483575427116325.model -1 4618587 predictions https://api.openml.org/data/download/4618587/weka_generated_predictions1184445076969713195.arff area_under_roc_curve 0.795187 [0.795187,0.795187] average_cost 0.269038 f_measure 0.826342 [0.916633,0.368475] kappa 0.300812 kb_relative_information_score 851.209584 mean_absolute_error 0.216794 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.829416 [0.869298,0.627178] predictive_accuracy 0.852709 prior_entropy 0.645663 recall 0.852709 [0.96942,0.26087] relative_absolute_error 0.787699 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.333158 root_relative_squared_error 0.898181 total_cost 2254 area_under_roc_curve 0.78147 [0.78147,0.78147] area_under_roc_curve 0.782955 [0.782955,0.782955] area_under_roc_curve 0.804576 [0.804576,0.804576] area_under_roc_curve 0.790994 [0.790994,0.790994] area_under_roc_curve 0.829011 [0.829011,0.829011] area_under_roc_curve 0.803333 [0.803333,0.803333] area_under_roc_curve 0.763696 [0.763696,0.763696] area_under_roc_curve 0.800399 [0.800399,0.800399] area_under_roc_curve 0.794308 [0.794308,0.794308] area_under_roc_curve 0.784044 [0.784044,0.784044] average_cost 0.25537 average_cost 0.286396 average_cost 0.238663 average_cost 0.285203 average_cost 0.254177 average_cost 0.24821 average_cost 0.27685 average_cost 0.282816 average_cost 0.268817 average_cost 0.293907 f_measure 0.83583 [0.913971,0.439462] f_measure 0.811741 [0.913597,0.295082] f_measure 0.848571 [0.921811,0.477064] f_measure 0.813705 [0.910074,0.324873] f_measure 0.837883 [0.920678,0.41791] f_measure 0.842316 [0.921822,0.439024] f_measure 0.819964 [0.915209,0.336842] f_measure 0.813279 [0.918272,0.280702] f_measure 0.826398 [0.918519,0.359788] f_measure 0.804894 [0.912492,0.259887] kappa 0.35899 kappa 0.23296 kappa 0.40517 kappa 0.250991 kappa 0.350904 kappa 0.371355 kappa 0.271143 kappa 0.23188 kappa 0.297258 kappa 0.2019 kb_relative_information_score 105.807017 kb_relative_information_score 29.758799 kb_relative_information_score 93.060356 kb_relative_information_score 71.531276 kb_relative_information_score 162.818303 kb_relative_information_score 114.886404 kb_relative_information_score 97.363949 kb_relative_information_score 59.064317 kb_relative_information_score 92.256455 kb_relative_information_score 24.662709 mean_absolute_error 0.215361 mean_absolute_error 0.22403 mean_absolute_error 0.215335 mean_absolute_error 0.218656 mean_absolute_error 0.203386 mean_absolute_error 0.213725 mean_absolute_error 0.214511 mean_absolute_error 0.218877 mean_absolute_error 0.217017 mean_absolute_error 0.227055 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 0.831524 [0.881806,0.576471] precision 0.817205 [0.860025,0.6] precision 0.84759 [0.886544,0.65] precision 0.810975 [0.863928,0.542373] precision 0.841635 [0.876129,0.666667] precision 0.845168 [0.879377,0.671642] precision 0.824011 [0.86514,0.615385] precision 0.836794 [0.858385,0.727273] precision 0.834542 [0.867684,0.666667] precision 0.812009 [0.85589,0.589744] predictive_accuracy 0.850835 predictive_accuracy 0.846062 predictive_accuracy 0.863962 predictive_accuracy 0.841289 predictive_accuracy 0.860382 predictive_accuracy 0.862768 predictive_accuracy 0.849642 predictive_accuracy 0.853222 predictive_accuracy 0.855436 predictive_accuracy 0.843489 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 0.850835 [0.948571,0.355072] recall 0.846062 [0.974286,0.195652] recall 0.863962 [0.96,0.376812] recall 0.841289 [0.961429,0.231884] recall 0.860382 [0.97,0.304348] recall 0.862768 [0.968571,0.326087] recall 0.849642 [0.971429,0.231884] recall 0.853222 [0.987143,0.173913] recall 0.855436 [0.97568,0.246377] recall 0.843489 [0.97711,0.166667] relative_absolute_error 0.782568 relative_absolute_error 0.814066 relative_absolute_error 0.782474 relative_absolute_error 0.794542 relative_absolute_error 0.739051 relative_absolute_error 0.776622 relative_absolute_error 0.779479 relative_absolute_error 0.795343 relative_absolute_error 0.788206 relative_absolute_error 0.824667 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 0.333018 root_mean_squared_error 0.337999 root_mean_squared_error 0.324475 root_mean_squared_error 0.342636 root_mean_squared_error 0.321321 root_mean_squared_error 0.325894 root_mean_squared_error 0.33966 root_mean_squared_error 0.332096 root_mean_squared_error 0.334061 root_mean_squared_error 0.339723 root_relative_squared_error 0.897889 root_relative_squared_error 0.911319 root_relative_squared_error 0.874857 root_relative_squared_error 0.923823 root_relative_squared_error 0.866353 root_relative_squared_error 0.878681 root_relative_squared_error 0.915799 root_relative_squared_error 0.895404 root_relative_squared_error 0.90027 root_relative_squared_error 0.915528 total_cost 214 total_cost 240 total_cost 200 total_cost 239 total_cost 213 total_cost 208 total_cost 232 total_cost 237 total_cost 225 total_cost 246