474122 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1199 weka.ADTree(4) 2069 weka.classifiers.trees.ADTree -- -B 10 -E -3 -S 1 B 10 1199 E -3 1199 S 1 1199 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 1669697 description https://api.openml.org/data/download/1669697/weka_generated_run3411345872275315432.xml -1 1669699 model_readable https://api.openml.org/data/download/1669699/WekaModel_weka.classifiers.trees.ADTree2628491577391847925.model -1 1669698 model_serialized https://api.openml.org/data/download/1669698/WekaSerialized_weka.classifiers.trees.ADTree3929354998945676358.model -1 1669700 predictions https://api.openml.org/data/download/1669700/weka_generated_predictions8602421689248638311.arff area_under_roc_curve 0.712733 [0.712733,0.712733] average_cost 0 f_measure 0.68489 [0.800644,0.414797] kappa 0.224066 kb_relative_information_score 218.919837 mean_absolute_error 0.385495 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64] precision 0.679835 [0.754231,0.506244] predictive_accuracy 0.7026 prior_entropy 0.881778 recall 0.7026 [0.853143,0.351333] relative_absolute_error 0.917495 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.436701 root_relative_squared_error 0.952959 scimark_benchmark 972.586993 [419.2886307640307, 926.6434455956115, 329.87458870932386, 607.3772032594626, 2579.7510947695596] total_cost 0 usercpu_time_millis 70 usercpu_time_millis_testing 10 usercpu_time_millis_training 60 area_under_roc_curve 0.704762 [0.704762,0.704762] area_under_roc_curve 0.708229 [0.708229,0.708229] area_under_roc_curve 0.708829 [0.708829,0.708829] area_under_roc_curve 0.717362 [0.717362,0.717362] area_under_roc_curve 0.743114 [0.743114,0.743114] area_under_roc_curve 0.703733 [0.703733,0.703733] area_under_roc_curve 0.69979 [0.69979,0.69979] area_under_roc_curve 0.677571 [0.677571,0.677571] area_under_roc_curve 0.727686 [0.727686,0.727686] area_under_roc_curve 0.698781 [0.698781,0.698781] 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 0.673129 [0.80315,0.369748] f_measure 0.691179 [0.806409,0.422311] f_measure 0.666691 [0.817722,0.314286] f_measure 0.701414 [0.780204,0.517572] f_measure 0.697754 [0.802721,0.45283] f_measure 0.642592 [0.799489,0.276498] f_measure 0.67274 [0.786395,0.407547] f_measure 0.665089 [0.80415,0.340611] f_measure 0.705369 [0.783115,0.523962] f_measure 0.700395 [0.818421,0.425] kappa 0.190065 kappa 0.238445 kappa 0.172414 kappa 0.298327 kappa 0.260204 kappa 0.111991 kappa 0.19898 kappa 0.168502 kappa 0.307621 kappa 0.258065 kb_relative_information_score 13.452488 kb_relative_information_score 25.754935 kb_relative_information_score 26.318019 kb_relative_information_score 14.013577 kb_relative_information_score 29.007337 kb_relative_information_score 30.379207 kb_relative_information_score 11.485509 kb_relative_information_score 11.718166 kb_relative_information_score 33.320317 kb_relative_information_score 23.470281 mean_absolute_error 0.396872 mean_absolute_error 0.382677 mean_absolute_error 0.380678 mean_absolute_error 0.390481 mean_absolute_error 0.382603 mean_absolute_error 0.376908 mean_absolute_error 0.389005 mean_absolute_error 0.390269 mean_absolute_error 0.378253 mean_absolute_error 0.387199 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 0.669903 [0.742718,0.5] precision 0.68725 [0.756892,0.524752] precision 0.678864 [0.734091,0.55] precision 0.705756 [0.795252,0.496933] precision 0.692885 [0.766234,0.521739] precision 0.640333 [0.722864,0.447761] precision 0.666324 [0.750649,0.469565] precision 0.663541 [0.736342,0.493671] precision 0.709674 [0.79822,0.503067] precision 0.700976 [0.758537,0.566667] predictive_accuracy 0.7 predictive_accuracy 0.71 predictive_accuracy 0.712 predictive_accuracy 0.698 predictive_accuracy 0.71 predictive_accuracy 0.686 predictive_accuracy 0.686 predictive_accuracy 0.698 predictive_accuracy 0.702 predictive_accuracy 0.724 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 0.7 [0.874286,0.293333] recall 0.71 [0.862857,0.353333] recall 0.712 [0.922857,0.22] recall 0.698 [0.765714,0.54] recall 0.71 [0.842857,0.4] recall 0.686 [0.894286,0.2] recall 0.686 [0.825714,0.36] recall 0.698 [0.885714,0.26] recall 0.702 [0.768571,0.546667] recall 0.724 [0.888571,0.34] relative_absolute_error 0.944575 relative_absolute_error 0.91079 relative_absolute_error 0.906033 relative_absolute_error 0.929364 relative_absolute_error 0.910613 relative_absolute_error 0.897058 relative_absolute_error 0.925851 relative_absolute_error 0.928858 relative_absolute_error 0.900259 relative_absolute_error 0.921553 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 0.443434 root_mean_squared_error 0.438014 root_mean_squared_error 0.431284 root_mean_squared_error 0.436228 root_mean_squared_error 0.427855 root_mean_squared_error 0.430386 root_mean_squared_error 0.442609 root_mean_squared_error 0.44708 root_mean_squared_error 0.431595 root_mean_squared_error 0.438105 root_relative_squared_error 0.967651 root_relative_squared_error 0.955824 root_relative_squared_error 0.941139 root_relative_squared_error 0.951927 root_relative_squared_error 0.933655 root_relative_squared_error 0.939178 root_relative_squared_error 0.965851 root_relative_squared_error 0.975608 root_relative_squared_error 0.941818 root_relative_squared_error 0.956024 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 30 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 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_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30