70520 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 506 weka.RotationForest_PrincipalComponents_J48(3) 1060 weka.classifiers.meta.RotationForest -- -G 3 -H 3 -P 50 -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 1.0 -A 5 -M -1" -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 365 M 2 365 G 3 506 H 3 506 I 40 506 P 50 506 S 1 506 W weka.classifiers.trees.J48 506 num-slots 1 506 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 200618 description https://api.openml.org/data/download/200618/weka_generated_run1654324910994611099.xml -1 200621 model_readable https://api.openml.org/data/download/200621/WekaModel_weka.classifiers.meta.RotationForest8533893793361659449.model -1 200620 model_serialized https://api.openml.org/data/download/200620/WekaSerialized_weka.classifiers.meta.RotationForest2519392476203985885.model -1 200619 predictions https://api.openml.org/data/download/200619/weka_generated_predictions831596019347619196.arff area_under_roc_curve 0.919747 [0.919747,0.919747] average_cost 0 build_cpu_time 0.6953 build_memory 580021031.2 f_measure 0.859557 [0.8437,0.872268] kappa 0.715993 kb_relative_information_score 2120.647052 mean_absolute_error 0.202944 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.859852 [0.834821,0.879915] predictive_accuracy 0.85942 prior_entropy 0.991282 recall 0.85942 [0.852769,0.864752] relative_absolute_error 0.410859 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.323896 root_relative_squared_error 0.651757 scimark_benchmark 939.432706 [556.1991982197794, 1015.2555353338006, 454.3977410641456, 909.5905717413259, 1761.7204843045454] total_cost 0 area_under_roc_curve 0.927679 [0.927679,0.927679] area_under_roc_curve 0.9279 [0.9279,0.9279] area_under_roc_curve 0.906931 [0.906931,0.906931] area_under_roc_curve 0.92116 [0.92116,0.92116] area_under_roc_curve 0.919628 [0.919628,0.919628] area_under_roc_curve 0.906337 [0.906337,0.906337] area_under_roc_curve 0.917148 [0.917148,0.917148] area_under_roc_curve 0.941898 [0.941898,0.941898] area_under_roc_curve 0.936306 [0.936306,0.936306] area_under_roc_curve 0.922299 [0.922299,0.922299] 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 build_cpu_time 0.863 build_cpu_time 0.656 build_cpu_time 0.629 build_cpu_time 0.695 build_cpu_time 0.682 build_cpu_time 0.632 build_cpu_time 0.651 build_cpu_time 0.732 build_cpu_time 0.697 build_cpu_time 0.716 build_memory 623005168 build_memory 1064121192 build_memory 178339952 build_memory 559661904 build_memory 938196536 build_memory 223084792 build_memory 621436816 build_memory 1020187184 build_memory 103744184 build_memory 468432584 f_measure 0.863264 [0.841751,0.880407] f_measure 0.86932 [0.850498,0.884319] f_measure 0.843577 [0.824675,0.858639] f_measure 0.854464 [0.831081,0.873096] f_measure 0.852596 [0.840125,0.862534] f_measure 0.835259 [0.825688,0.842975] f_measure 0.858366 [0.848297,0.866485] f_measure 0.881196 [0.867314,0.892388] f_measure 0.884373 [0.875776,0.891304] f_measure 0.851785 [0.830565,0.868895] kappa 0.722351 kappa 0.734874 kappa 0.683325 kappa 0.704431 kappa 0.703083 kappa 0.669668 kappa 0.715323 kappa 0.759704 kappa 0.767465 kappa 0.699585 kb_relative_information_score 208.130011 kb_relative_information_score 214.22701 kb_relative_information_score 206.879635 kb_relative_information_score 216.158227 kb_relative_information_score 215.654415 kb_relative_information_score 206.736421 kb_relative_information_score 213.76464 kb_relative_information_score 216.233243 kb_relative_information_score 216.439686 kb_relative_information_score 206.423764 mean_absolute_error 0.20925 mean_absolute_error 0.20108 mean_absolute_error 0.208823 mean_absolute_error 0.195788 mean_absolute_error 0.195131 mean_absolute_error 0.207381 mean_absolute_error 0.199476 mean_absolute_error 0.200454 mean_absolute_error 0.200598 mean_absolute_error 0.211462 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] precision 0.86396 [0.868056,0.860697] precision 0.869446 [0.864865,0.873096] precision 0.843732 [0.819355,0.863158] precision 0.855323 [0.86014,0.851485] precision 0.855438 [0.807229,0.893855] precision 0.840796 [0.780347,0.889535] precision 0.862004 [0.810651,0.903409] precision 0.881247 [0.864516,0.894737] precision 0.887599 [0.839286,0.926554] precision 0.852109 [0.85034,0.853535] predictive_accuracy 0.863768 predictive_accuracy 0.869565 predictive_accuracy 0.843478 predictive_accuracy 0.855072 predictive_accuracy 0.852174 predictive_accuracy 0.834783 predictive_accuracy 0.857971 predictive_accuracy 0.881159 predictive_accuracy 0.884058 predictive_accuracy 0.852174 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.863768 [0.816993,0.901042] recall 0.869565 [0.836601,0.895833] recall 0.843478 [0.830065,0.854167] recall 0.855072 [0.803922,0.895833] recall 0.852174 [0.875817,0.833333] recall 0.834783 [0.876623,0.801047] recall 0.857971 [0.88961,0.832461] recall 0.881159 [0.87013,0.890052] recall 0.884058 [0.915584,0.858639] recall 0.852174 [0.811688,0.884817] relative_absolute_error 0.423761 relative_absolute_error 0.407215 relative_absolute_error 0.422896 relative_absolute_error 0.396499 relative_absolute_error 0.395168 relative_absolute_error 0.419706 relative_absolute_error 0.403708 relative_absolute_error 0.405687 relative_absolute_error 0.405977 relative_absolute_error 0.427965 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_squared_error 0.323031 root_mean_squared_error 0.314126 root_mean_squared_error 0.338771 root_mean_squared_error 0.322572 root_mean_squared_error 0.332658 root_mean_squared_error 0.352281 root_mean_squared_error 0.328997 root_mean_squared_error 0.297973 root_mean_squared_error 0.301149 root_mean_squared_error 0.323667 root_relative_squared_error 0.650226 root_relative_squared_error 0.632302 root_relative_squared_error 0.681909 root_relative_squared_error 0.649302 root_relative_squared_error 0.669604 root_relative_squared_error 0.708646 root_relative_squared_error 0.661809 root_relative_squared_error 0.599401 root_relative_squared_error 0.605791 root_relative_squared_error 0.651086 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