233836 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1200 weka.LADTree(4) 2070 weka.classifiers.trees.LADTree -- -B 10 B 10 1200 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 778832 description https://api.openml.org/data/download/778832/weka_generated_run5502047822830348375.xml -1 778835 model_readable https://api.openml.org/data/download/778835/WekaModel_weka.classifiers.trees.LADTree7187574513678073789.model -1 778834 model_serialized https://api.openml.org/data/download/778834/WekaSerialized_weka.classifiers.trees.LADTree7358092159215794530.model -1 778833 predictions https://api.openml.org/data/download/778833/weka_generated_predictions3891583602051627965.arff area_under_roc_curve 0.706621 [0.706621,0.706621] average_cost 0 f_measure 0.688254 [0.796407,0.435897] kappa 0.237046 kb_relative_information_score 624.713956 mean_absolute_error 0.35418 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.682797 [0.760395,0.501736] predictive_accuracy 0.7008 prior_entropy 0.881778 recall 0.7008 [0.836,0.385333] relative_absolute_error 0.842966 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.446439 root_relative_squared_error 0.97421 scimark_benchmark 1341.720735 [814.685013350723, 976.662422486706, 519.9718131946606, 1086.3821562269195, 3310.90226873934] total_cost 0 usercpu_time_millis 420 usercpu_time_millis_testing 0 usercpu_time_millis_training 420 area_under_roc_curve 0.720705 [0.720705,0.720705] area_under_roc_curve 0.70019 [0.70019,0.70019] area_under_roc_curve 0.688581 [0.688581,0.688581] area_under_roc_curve 0.716552 [0.716552,0.716552] area_under_roc_curve 0.698 [0.698,0.698] area_under_roc_curve 0.720819 [0.720819,0.720819] area_under_roc_curve 0.735162 [0.735162,0.735162] area_under_roc_curve 0.691076 [0.691076,0.691076] area_under_roc_curve 0.706152 [0.706152,0.706152] area_under_roc_curve 0.678629 [0.678629,0.678629] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.706788 [0.812921,0.459144] f_measure 0.679449 [0.797858,0.403162] f_measure 0.657102 [0.785047,0.358566] f_measure 0.688965 [0.812089,0.401674] f_measure 0.703037 [0.796089,0.485915] f_measure 0.677821 [0.78854,0.419476] f_measure 0.697705 [0.797241,0.465455] f_measure 0.681474 [0.79677,0.412451] f_measure 0.687321 [0.770349,0.49359] f_measure 0.694131 [0.804845,0.435798] kappa 0.279046 kappa 0.210251 kappa 0.154412 kappa 0.229526 kappa 0.282908 kappa 0.212398 kappa 0.265 kappa 0.216805 kappa 0.264432 kappa 0.247925 kb_relative_information_score 70.67141 kb_relative_information_score 53.445734 kb_relative_information_score 34.684632 kb_relative_information_score 61.210591 kb_relative_information_score 64.926856 kb_relative_information_score 68.767644 kb_relative_information_score 77.935319 kb_relative_information_score 62.902478 kb_relative_information_score 63.430576 kb_relative_information_score 66.738715 mean_absolute_error 0.350932 mean_absolute_error 0.358365 mean_absolute_error 0.372799 mean_absolute_error 0.358109 mean_absolute_error 0.353087 mean_absolute_error 0.348631 mean_absolute_error 0.344057 mean_absolute_error 0.354041 mean_absolute_error 0.35064 mean_absolute_error 0.351144 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] precision 0.703334 [0.768448,0.551402] precision 0.673984 [0.75063,0.495146] precision 0.649453 [0.736842,0.445545] precision 0.688075 [0.751825,0.539326] precision 0.69956 [0.778689,0.514925] precision 0.671788 [0.754569,0.478632] precision 0.693067 [0.770667,0.512] precision 0.675825 [0.753181,0.495327] precision 0.691409 [0.784024,0.475309] precision 0.689579 [0.760814,0.523364] predictive_accuracy 0.722 predictive_accuracy 0.698 predictive_accuracy 0.678 predictive_accuracy 0.714 predictive_accuracy 0.708 predictive_accuracy 0.69 predictive_accuracy 0.706 predictive_accuracy 0.698 predictive_accuracy 0.684 predictive_accuracy 0.71 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.722 [0.862857,0.393333] recall 0.698 [0.851429,0.34] recall 0.678 [0.84,0.3] recall 0.714 [0.882857,0.32] recall 0.708 [0.814286,0.46] recall 0.69 [0.825714,0.373333] recall 0.706 [0.825714,0.426667] recall 0.698 [0.845714,0.353333] recall 0.684 [0.757143,0.513333] recall 0.71 [0.854286,0.373333] relative_absolute_error 0.835235 relative_absolute_error 0.852925 relative_absolute_error 0.887279 relative_absolute_error 0.852316 relative_absolute_error 0.840364 relative_absolute_error 0.829759 relative_absolute_error 0.818872 relative_absolute_error 0.842634 relative_absolute_error 0.834539 relative_absolute_error 0.83574 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.437764 root_mean_squared_error 0.455764 root_mean_squared_error 0.462458 root_mean_squared_error 0.442277 root_mean_squared_error 0.445061 root_mean_squared_error 0.435166 root_mean_squared_error 0.430356 root_mean_squared_error 0.455186 root_mean_squared_error 0.448374 root_mean_squared_error 0.450953 root_relative_squared_error 0.95528 root_relative_squared_error 0.994557 root_relative_squared_error 1.009167 root_relative_squared_error 0.965126 root_relative_squared_error 0.971203 root_relative_squared_error 0.949609 root_relative_squared_error 0.939113 root_relative_squared_error 0.993296 root_relative_squared_error 0.978431 root_relative_squared_error 0.984059 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 180 usercpu_time_millis 180 usercpu_time_millis 180 usercpu_time_millis 170 usercpu_time_millis 210 usercpu_time_millis 200 usercpu_time_millis 170 usercpu_time_millis 170 usercpu_time_millis 190 usercpu_time_millis 180 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 180 usercpu_time_millis_training 180 usercpu_time_millis_training 170 usercpu_time_millis_training 170 usercpu_time_millis_training 210 usercpu_time_millis_training 200 usercpu_time_millis_training 170 usercpu_time_millis_training 170 usercpu_time_millis_training 190 usercpu_time_millis_training 180