546518 939 Martijn Post 3688 Supervised Classification predictive_accuracy 2553 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3) 5600 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.lazy.IBk -- -K 5 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" K 5 1721 W 0 1721 A true 1721 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2553 S weka.attributeSelection.BestFirst 2553 W weka.classifiers.lazy.IBk 2553 weka weka_3.7.13 823 houses https://www.openml.org/data/download/53357/houses.arff -1 1860165 description https://api.openml.org/data/download/1860165/weka_generated_run4150747348654788383.xml -1 1860167 model_readable https://api.openml.org/data/download/1860167/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3703478019829476522.model -1 1860166 model_serialized https://api.openml.org/data/download/1860166/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1666521737236194521.model -1 1860168 predictions https://api.openml.org/data/download/1860168/weka_generated_predictions9063180881248972109.arff area_under_roc_curve 0.995966 [0.995966,0.995966] average_cost 0 f_measure 0.972149 [0.967825,0.975437] kappa 0.943262 kb_relative_information_score 19161.361941 mean_absolute_error 0.036469 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.972166 [0.965502,0.977232] predictive_accuracy 0.972141 prior_entropy 0.986572 recall 0.972141 [0.970159,0.973648] relative_absolute_error 0.074316 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.141037 root_relative_squared_error 0.284729 scimark_benchmark 1873.110776 [1113.1082354620867, 1536.0343904094398, 876.5239208996255, 1800.4395969972686, 4039.447737454118] total_cost 0 usercpu_time_millis 13296.875 usercpu_time_millis_testing 13218.75 usercpu_time_millis_training 78.125 area_under_roc_curve 0.995952 [0.995952,0.995952] area_under_roc_curve 0.997002 [0.997002,0.997002] area_under_roc_curve 0.996528 [0.996528,0.996528] area_under_roc_curve 0.994174 [0.994174,0.994174] area_under_roc_curve 0.995951 [0.995951,0.995951] area_under_roc_curve 0.996842 [0.996842,0.996842] area_under_roc_curve 0.99672 [0.99672,0.99672] area_under_roc_curve 0.995226 [0.995226,0.995226] area_under_roc_curve 0.99604 [0.99604,0.99604] area_under_roc_curve 0.995232 [0.995232,0.995232] 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 0.972382 [0.968031,0.975693] f_measure 0.976756 [0.973214,0.979452] f_measure 0.975782 [0.972036,0.978632] f_measure 0.967076 [0.962096,0.970865] f_measure 0.963655 [0.957841,0.968072] f_measure 0.974813 [0.970885,0.977797] f_measure 0.976277 [0.972672,0.979015] f_measure 0.971413 [0.966873,0.974862] f_measure 0.967558 [0.962591,0.971331] f_measure 0.975778 [0.971973,0.978669] kappa 0.943724 kappa 0.952667 kappa 0.950668 kappa 0.932963 kappa 0.925913 kappa 0.948682 kappa 0.951688 kappa 0.941734 kappa 0.933923 kappa 0.950642 kb_relative_information_score 1914.952317 kb_relative_information_score 1934.237604 kb_relative_information_score 1932.364455 kb_relative_information_score 1893.475047 kb_relative_information_score 1893.702422 kb_relative_information_score 1923.24716 kb_relative_information_score 1929.468072 kb_relative_information_score 1912.28006 kb_relative_information_score 1904.091047 kb_relative_information_score 1923.543758 mean_absolute_error 0.036776 mean_absolute_error 0.032394 mean_absolute_error 0.03268 mean_absolute_error 0.041772 mean_absolute_error 0.041431 mean_absolute_error 0.034938 mean_absolute_error 0.033506 mean_absolute_error 0.037227 mean_absolute_error 0.039013 mean_absolute_error 0.034949 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] precision 0.97238 [0.968575,0.975277] precision 0.976798 [0.968889,0.982818] precision 0.975795 [0.969866,0.980308] precision 0.967143 [0.956763,0.975043] precision 0.963652 [0.959459,0.966837] precision 0.974827 [0.968715,0.97947] precision 0.97635 [0.966741,0.983649] precision 0.971411 [0.967416,0.974446] precision 0.967614 [0.957778,0.975086] precision 0.975784 [0.970885,0.979505] predictive_accuracy 0.972384 predictive_accuracy 0.976744 predictive_accuracy 0.975775 predictive_accuracy 0.967054 predictive_accuracy 0.963663 predictive_accuracy 0.974806 predictive_accuracy 0.97626 predictive_accuracy 0.971415 predictive_accuracy 0.967539 predictive_accuracy 0.975775 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 recall 0.972384 [0.967489,0.976109] recall 0.976744 [0.977578,0.976109] recall 0.975775 [0.974215,0.976962] recall 0.967054 [0.967489,0.966724] recall 0.963663 [0.956229,0.969309] recall 0.974806 [0.973064,0.97613] recall 0.97626 [0.978676,0.974425] recall 0.971415 [0.96633,0.975277] recall 0.967539 [0.967452,0.967604] recall 0.975775 [0.973064,0.977835] relative_absolute_error 0.074937 relative_absolute_error 0.066007 relative_absolute_error 0.06659 relative_absolute_error 0.085117 relative_absolute_error 0.084433 relative_absolute_error 0.071202 relative_absolute_error 0.068283 relative_absolute_error 0.075866 relative_absolute_error 0.079506 relative_absolute_error 0.071224 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_squared_error 0.145082 root_mean_squared_error 0.128292 root_mean_squared_error 0.133739 root_mean_squared_error 0.153046 root_mean_squared_error 0.153323 root_mean_squared_error 0.136827 root_mean_squared_error 0.131387 root_mean_squared_error 0.144043 root_mean_squared_error 0.147339 root_mean_squared_error 0.134714 root_relative_squared_error 0.292871 root_relative_squared_error 0.258979 root_relative_squared_error 0.269973 root_relative_squared_error 0.308947 root_relative_squared_error 0.309549 root_relative_squared_error 0.276245 root_relative_squared_error 0.265262 root_relative_squared_error 0.290813 root_relative_squared_error 0.297468 root_relative_squared_error 0.271978 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 1312.5 usercpu_time_millis 1265.625 usercpu_time_millis 1234.375 usercpu_time_millis 1265.625 usercpu_time_millis 1265.625 usercpu_time_millis 1250 usercpu_time_millis 1156.25 usercpu_time_millis 1218.75 usercpu_time_millis 1312.5 usercpu_time_millis 1218.75 usercpu_time_millis_testing 1218.75 usercpu_time_millis_testing 1187.5 usercpu_time_millis_testing 1140.625 usercpu_time_millis_testing 1187.5 usercpu_time_millis_testing 1171.875 usercpu_time_millis_testing 1156.25 usercpu_time_millis_testing 1062.5 usercpu_time_millis_testing 1156.25 usercpu_time_millis_testing 1250 usercpu_time_millis_testing 1140.625 usercpu_time_millis_training 93.75 usercpu_time_millis_training 78.125 usercpu_time_millis_training 93.75 usercpu_time_millis_training 78.125 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 93.75 usercpu_time_millis_training 62.5 usercpu_time_millis_training 62.5 usercpu_time_millis_training 78.125