413165 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1188 weka.END_ND_J48(3) 2039 weka.classifiers.meta.END -- -S 1 -I 10 -W weka.classifiers.meta.nestedDichotomies.ND -- -S 1 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1068 M 2 1068 S 1 1188 I 10 1188 W weka.classifiers.meta.nestedDichotomies.ND 1188 S 1 1189 W weka.classifiers.trees.J48 1189 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 1440138 description https://api.openml.org/data/download/1440138/weka_generated_run476249341264091744.xml -1 1440141 model_readable https://api.openml.org/data/download/1440141/WekaModel_weka.classifiers.meta.END3377525091570364319.model -1 1440140 model_serialized https://api.openml.org/data/download/1440140/WekaSerialized_weka.classifiers.meta.END379189969918918365.model -1 1440139 predictions https://api.openml.org/data/download/1440139/weka_generated_predictions8072938358478145130.arff area_under_roc_curve 0.657771 [0.657771,0.657771] average_cost 0 f_measure 0.705203 [0.804118,0.474401] kappa 0.28147 kb_relative_information_score 886.129677 mean_absolute_error 0.337048 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.700703 [0.773844,0.530041] predictive_accuracy 0.7146 prior_entropy 0.881778 recall 0.7146 [0.836857,0.429333] relative_absolute_error 0.80219 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.476573 root_relative_squared_error 1.039967 scimark_benchmark 926.585922 [553.2003512620804, 993.0198336334009, 474.0582283856962, 870.0431430611172, 1742.608053324618] total_cost 0 usercpu_time_millis 20 usercpu_time_millis_testing 10 usercpu_time_millis_training 10 area_under_roc_curve 0.690229 [0.690229,0.690229] area_under_roc_curve 0.668371 [0.668371,0.668371] area_under_roc_curve 0.672019 [0.672019,0.672019] area_under_roc_curve 0.6666 [0.6666,0.6666] area_under_roc_curve 0.654781 [0.654781,0.654781] area_under_roc_curve 0.716714 [0.716714,0.716714] area_under_roc_curve 0.651095 [0.651095,0.651095] area_under_roc_curve 0.61021 [0.61021,0.61021] area_under_roc_curve 0.584895 [0.584895,0.584895] area_under_roc_curve 0.633771 [0.633771,0.633771] 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 0.729516 [0.830441,0.494024] f_measure 0.709154 [0.793741,0.511785] f_measure 0.701101 [0.803279,0.462687] f_measure 0.712759 [0.814614,0.475096] f_measure 0.70565 [0.793785,0.5] f_measure 0.735426 [0.82973,0.515385] f_measure 0.704589 [0.825521,0.422414] f_measure 0.69251 [0.7894,0.466431] f_measure 0.674561 [0.776536,0.43662] f_measure 0.681751 [0.779804,0.452962] kappa 0.332983 kappa 0.305556 kappa 0.269777 kappa 0.295267 kappa 0.294004 kappa 0.350515 kappa 0.266958 kappa 0.25689 kappa 0.214145 kappa 0.233398 kb_relative_information_score 113.881534 kb_relative_information_score 89.158077 kb_relative_information_score 87.851074 kb_relative_information_score 77.931542 kb_relative_information_score 84.658397 kb_relative_information_score 111.509458 kb_relative_information_score 105.292593 kb_relative_information_score 84.06262 kb_relative_information_score 70.230288 kb_relative_information_score 61.554096 mean_absolute_error 0.320182 mean_absolute_error 0.334592 mean_absolute_error 0.339156 mean_absolute_error 0.345137 mean_absolute_error 0.340063 mean_absolute_error 0.325047 mean_absolute_error 0.325737 mean_absolute_error 0.336922 mean_absolute_error 0.345728 mean_absolute_error 0.357918 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 0.729772 [0.779449,0.613861] precision 0.70836 [0.790368,0.517007] precision 0.696371 [0.769634,0.525424] precision 0.709213 [0.773779,0.558559] precision 0.703667 [0.784916,0.514085] precision 0.733753 [0.787179,0.609091] precision 0.71013 [0.758373,0.597561] precision 0.688654 [0.771117,0.496241] precision 0.6705 [0.759563,0.462687] precision 0.678424 [0.76584,0.474453] predictive_accuracy 0.746 predictive_accuracy 0.71 predictive_accuracy 0.712 predictive_accuracy 0.726 predictive_accuracy 0.708 predictive_accuracy 0.748 predictive_accuracy 0.732 predictive_accuracy 0.698 predictive_accuracy 0.68 predictive_accuracy 0.686 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 0.746 [0.888571,0.413333] recall 0.71 [0.797143,0.506667] recall 0.712 [0.84,0.413333] recall 0.726 [0.86,0.413333] recall 0.708 [0.802857,0.486667] recall 0.748 [0.877143,0.446667] recall 0.732 [0.905714,0.326667] recall 0.698 [0.808571,0.44] recall 0.68 [0.794286,0.413333] recall 0.686 [0.794286,0.433333] relative_absolute_error 0.762048 relative_absolute_error 0.796344 relative_absolute_error 0.807207 relative_absolute_error 0.821443 relative_absolute_error 0.809366 relative_absolute_error 0.773627 relative_absolute_error 0.775268 relative_absolute_error 0.801891 relative_absolute_error 0.822848 relative_absolute_error 0.851862 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 0.452185 root_mean_squared_error 0.473198 root_mean_squared_error 0.460664 root_mean_squared_error 0.459021 root_mean_squared_error 0.496203 root_mean_squared_error 0.431603 root_mean_squared_error 0.475355 root_mean_squared_error 0.509113 root_mean_squared_error 0.507453 root_mean_squared_error 0.494726 root_relative_squared_error 0.986747 root_relative_squared_error 1.032602 root_relative_squared_error 1.00525 root_relative_squared_error 1.001666 root_relative_squared_error 1.082804 root_relative_squared_error 0.941834 root_relative_squared_error 1.037309 root_relative_squared_error 1.110976 root_relative_squared_error 1.107354 root_relative_squared_error 1.079579 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 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 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 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10