106926 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 398 weka.AdaBoostM1_BFTree(2) 611 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1 I 20 398 P 100 398 S 1 398 W weka.classifiers.trees.BFTree 398 C true 399 M 2 399 N 5 399 P POSTPRUNED 399 S 1 399 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 321083 description https://api.openml.org/data/download/321083/weka_generated_run5040292312322040018.xml -1 321086 model_readable https://api.openml.org/data/download/321086/WekaModel_weka.classifiers.meta.AdaBoostM17336939273340097563.model -1 321085 model_serialized https://api.openml.org/data/download/321085/WekaSerialized_weka.classifiers.meta.AdaBoostM11183866929221733350.model -1 321084 predictions https://api.openml.org/data/download/321084/weka_generated_predictions8401309664333341558.arff area_under_roc_curve 0.894144 [0.894144,0.894144] average_cost 0 build_cpu_time 1.4371 build_memory 951366694.4 f_measure 0.837365 [0.816966,0.853716] kappa 0.670682 kb_relative_information_score 2311.461446 mean_absolute_error 0.162092 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 0.837342 [0.818301,0.852604] predictive_accuracy 0.837391 prior_entropy 0.991282 recall 0.837391 [0.815635,0.85483] relative_absolute_error 0.328153 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.390804 root_relative_squared_error 0.786392 scimark_benchmark 911.712576 [551.2770610219355, 952.758947666319, 434.53737072550706, 894.9948362526787, 1724.9946661061897] total_cost 0 area_under_roc_curve 0.914386 [0.914386,0.914386] area_under_roc_curve 0.904905 [0.904905,0.904905] area_under_roc_curve 0.881519 [0.881519,0.881519] area_under_roc_curve 0.892021 [0.892021,0.892021] area_under_roc_curve 0.885672 [0.885672,0.885672] area_under_roc_curve 0.879581 [0.879581,0.879581] area_under_roc_curve 0.882913 [0.882913,0.882913] area_under_roc_curve 0.907782 [0.907782,0.907782] area_under_roc_curve 0.890936 [0.890936,0.890936] area_under_roc_curve 0.909295 [0.909295,0.909295] 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 1.51 build_cpu_time 1.44 build_cpu_time 1.348 build_cpu_time 1.372 build_cpu_time 1.441 build_cpu_time 1.365 build_cpu_time 1.379 build_cpu_time 1.518 build_cpu_time 1.485 build_cpu_time 1.513 build_memory 981874616 build_memory 617904984 build_memory 1412155920 build_memory 1125231624 build_memory 929719664 build_memory 802490224 build_memory 425182168 build_memory 1314214560 build_memory 1050924904 build_memory 853968280 f_measure 0.848132 [0.82069,0.87] f_measure 0.85486 [0.834437,0.871134] f_measure 0.823128 [0.8,0.841558] f_measure 0.854738 [0.833333,0.871795] f_measure 0.832237 [0.815287,0.845745] f_measure 0.820778 [0.807453,0.831522] f_measure 0.846102 [0.825083,0.863049] f_measure 0.817639 [0.798722,0.832891] f_measure 0.832214 [0.816456,0.84492] f_measure 0.842997 [0.82,0.861538] kappa 0.691371 kappa 0.705611 kappa 0.641561 kappa 0.705219 kappa 0.661215 kappa 0.639571 kappa 0.688198 kappa 0.631691 kappa 0.661559 kappa 0.681713 kb_relative_information_score 238.770118 kb_relative_information_score 239.960352 kb_relative_information_score 221.49778 kb_relative_information_score 239.609808 kb_relative_information_score 227.368421 kb_relative_information_score 220.021547 kb_relative_information_score 233.503726 kb_relative_information_score 222.037575 kb_relative_information_score 229.378273 kb_relative_information_score 239.313846 mean_absolute_error 0.150926 mean_absolute_error 0.149421 mean_absolute_error 0.175729 mean_absolute_error 0.150504 mean_absolute_error 0.167107 mean_absolute_error 0.177793 mean_absolute_error 0.160065 mean_absolute_error 0.174791 mean_absolute_error 0.164785 mean_absolute_error 0.149793 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 0.850763 [0.868613,0.836538] precision 0.85488 [0.845638,0.862245] precision 0.823082 [0.802632,0.839378] precision 0.854929 [0.85034,0.858586] precision 0.833486 [0.795031,0.86413] precision 0.823966 [0.77381,0.864407] precision 0.846187 [0.838926,0.852041] precision 0.818231 [0.786164,0.844086] precision 0.83344 [0.796296,0.863388] precision 0.843438 [0.842466,0.844221] predictive_accuracy 0.849275 predictive_accuracy 0.855072 predictive_accuracy 0.823188 predictive_accuracy 0.855072 predictive_accuracy 0.831884 predictive_accuracy 0.82029 predictive_accuracy 0.846377 predictive_accuracy 0.817391 predictive_accuracy 0.831884 predictive_accuracy 0.843478 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 0.849275 [0.777778,0.90625] recall 0.855072 [0.823529,0.880208] recall 0.823188 [0.797386,0.84375] recall 0.855072 [0.816993,0.885417] recall 0.831884 [0.836601,0.828125] recall 0.82029 [0.844156,0.801047] recall 0.846377 [0.811688,0.874346] recall 0.817391 [0.811688,0.82199] recall 0.831884 [0.837662,0.827225] recall 0.843478 [0.798701,0.879581] relative_absolute_error 0.305646 relative_absolute_error 0.302599 relative_absolute_error 0.355877 relative_absolute_error 0.304793 relative_absolute_error 0.338416 relative_absolute_error 0.359824 relative_absolute_error 0.323945 relative_absolute_error 0.35375 relative_absolute_error 0.333499 relative_absolute_error 0.303157 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 0.373792 root_mean_squared_error 0.374002 root_mean_squared_error 0.408607 root_mean_squared_error 0.378653 root_mean_squared_error 0.398777 root_mean_squared_error 0.413503 root_mean_squared_error 0.386827 root_mean_squared_error 0.404287 root_mean_squared_error 0.390631 root_mean_squared_error 0.376373 root_relative_squared_error 0.752403 root_relative_squared_error 0.752826 root_relative_squared_error 0.822482 root_relative_squared_error 0.762188 root_relative_squared_error 0.802695 root_relative_squared_error 0.831801 root_relative_squared_error 0.778139 root_relative_squared_error 0.813261 root_relative_squared_error 0.785792 root_relative_squared_error 0.75711 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