1839765 1951 J B 125969 Supervised Classification 3490 weka.J48(36) 24211 weka.classifiers.trees.J48 -- -O -R -N 4 -Q 35 -B -M 25 -A -num-decimal-places 4 -batch-size 1100 O true 3490 M 25 3490 R true 3490 N 4 3490 B true 3490 A true 3490 Q 35 3490 num-decimal-places 4 3490 batch-size 1100 3490 weka weka_3.8.0 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4618395 description https://api.openml.org/data/download/4618395/weka_generated_run8767750022688046220.xml -1 4618397 model_readable https://api.openml.org/data/download/4618397/WekaModel_weka.classifiers.trees.J487490488983805396478.model -1 4618396 model_serialized https://api.openml.org/data/download/4618396/WekaSerialized_weka.classifiers.trees.J481512892920281134755.model -1 4618398 predictions https://api.openml.org/data/download/4618398/weka_generated_predictions2802459244708402561.arff area_under_roc_curve 0.79147 [0.79147,0.79147] average_cost 0.267009 f_measure 0.827961 [0.916102,0.381] kappa 0.310595 kb_relative_information_score 851.482704 mean_absolute_error 0.21824 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.828945 [0.87123,0.614516] predictive_accuracy 0.852232 prior_entropy 0.645663 recall 0.852232 [0.965847,0.276087] relative_absolute_error 0.792952 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.334096 root_relative_squared_error 0.900711 total_cost 2237 area_under_roc_curve 0.780994 [0.780994,0.780994] area_under_roc_curve 0.783468 [0.783468,0.783468] area_under_roc_curve 0.789596 [0.789596,0.789596] area_under_roc_curve 0.785186 [0.785186,0.785186] area_under_roc_curve 0.820057 [0.820057,0.820057] area_under_roc_curve 0.787899 [0.787899,0.787899] area_under_roc_curve 0.75766 [0.75766,0.75766] area_under_roc_curve 0.783199 [0.783199,0.783199] area_under_roc_curve 0.794427 [0.794427,0.794427] area_under_roc_curve 0.809355 [0.809355,0.809355] average_cost 0.267303 average_cost 0.275656 average_cost 0.25179 average_cost 0.263723 average_cost 0.24463 average_cost 0.263723 average_cost 0.281623 average_cost 0.291169 average_cost 0.267622 average_cost 0.262843 f_measure 0.827712 [0.916836,0.375635] f_measure 0.821287 [0.911685,0.362745] f_measure 0.839574 [0.920462,0.429268] f_measure 0.830332 [0.914792,0.401914] f_measure 0.845223 [0.924016,0.445545] f_measure 0.8305 [0.919028,0.381443] f_measure 0.815543 [0.915663,0.307692] f_measure 0.808974 [0.908108,0.306122] f_measure 0.827523 [0.915875,0.38] f_measure 0.830972 [0.914559,0.407583] kappa 0.307308 kappa 0.286743 kappa 0.360422 kappa 0.326566 kappa 0.380946 kappa 0.316458 kappa 0.247799 kappa 0.231193 kappa 0.309406 kappa 0.331294 kb_relative_information_score 50.986863 kb_relative_information_score 66.478938 kb_relative_information_score 141.162941 kb_relative_information_score 93.598959 kb_relative_information_score 166.030935 kb_relative_information_score 63.783585 kb_relative_information_score 34.479651 kb_relative_information_score 43.210102 kb_relative_information_score 89.480741 kb_relative_information_score 102.269989 mean_absolute_error 0.224776 mean_absolute_error 0.219693 mean_absolute_error 0.210634 mean_absolute_error 0.218826 mean_absolute_error 0.207325 mean_absolute_error 0.22311 mean_absolute_error 0.223012 mean_absolute_error 0.22312 mean_absolute_error 0.218274 mean_absolute_error 0.213622 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 0.830292 [0.870347,0.627119] precision 0.818357 [0.869171,0.560606] precision 0.841627 [0.87808,0.656716] precision 0.828186 [0.874837,0.591549] precision 0.850743 [0.879845,0.703125] precision 0.83624 [0.870844,0.660714] precision 0.824392 [0.861461,0.636364] precision 0.80484 [0.861538,0.517241] precision 0.828419 [0.870968,0.612903] precision 0.828399 [0.875654,0.589041] predictive_accuracy 0.853222 predictive_accuracy 0.844869 predictive_accuracy 0.860382 predictive_accuracy 0.850835 predictive_accuracy 0.866348 predictive_accuracy 0.856802 predictive_accuracy 0.849642 predictive_accuracy 0.837709 predictive_accuracy 0.851852 predictive_accuracy 0.850657 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 0.853222 [0.968571,0.268116] recall 0.844869 [0.958571,0.268116] recall 0.860382 [0.967143,0.318841] recall 0.850835 [0.958571,0.304348] recall 0.866348 [0.972857,0.326087] recall 0.856802 [0.972857,0.268116] recall 0.849642 [0.977143,0.202899] recall 0.837709 [0.96,0.217391] recall 0.851852 [0.965665,0.275362] recall 0.850657 [0.957082,0.311594] relative_absolute_error 0.81678 relative_absolute_error 0.798309 relative_absolute_error 0.765389 relative_absolute_error 0.795159 relative_absolute_error 0.753366 relative_absolute_error 0.810725 relative_absolute_error 0.810368 relative_absolute_error 0.81076 relative_absolute_error 0.792772 relative_absolute_error 0.775877 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 0.334657 root_mean_squared_error 0.339083 root_mean_squared_error 0.325956 root_mean_squared_error 0.338119 root_mean_squared_error 0.319841 root_mean_squared_error 0.335639 root_mean_squared_error 0.339264 root_mean_squared_error 0.341067 root_mean_squared_error 0.334992 root_mean_squared_error 0.331754 root_relative_squared_error 0.902309 root_relative_squared_error 0.914241 root_relative_squared_error 0.87885 root_relative_squared_error 0.911644 root_relative_squared_error 0.862361 root_relative_squared_error 0.904958 root_relative_squared_error 0.914731 root_relative_squared_error 0.919591 root_relative_squared_error 0.90278 root_relative_squared_error 0.894053 total_cost 224 total_cost 231 total_cost 211 total_cost 221 total_cost 205 total_cost 221 total_cost 236 total_cost 244 total_cost 224 total_cost 220