144396 2 Joaquin Vanschoren 3688 Supervised Classification predictive_accuracy 394 weka.AdaBoostM1_ADTree(2) 608 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.ADTree -- -B 10 -E -3 -S 1 B 10 395 E -3 395 S 1 395 I 10 394 P 100 394 S 1 394 W weka.classifiers.trees.ADTree 394 weka weka_3.7.12-SNAPSHOT 823 houses https://www.openml.org/data/download/53357/houses.arff -1 467600 description https://api.openml.org/data/download/467600/weka_generated_run807305670059032538.xml -1 467603 model_readable https://api.openml.org/data/download/467603/WekaModel_weka.classifiers.meta.AdaBoostM18432786458656920085.model -1 467602 model_serialized https://api.openml.org/data/download/467602/WekaSerialized_weka.classifiers.meta.AdaBoostM14137837706694013301.model -1 467601 predictions https://api.openml.org/data/download/467601/weka_generated_predictions4668211514131311559.arff area_under_roc_curve 0.998168 [0.998168,0.998168] average_cost 0 f_measure 0.977234 [0.973693,0.979927] kappa 0.95362 kb_relative_information_score 19523.466178 mean_absolute_error 0.027347 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.977247 [0.971626,0.98152] predictive_accuracy 0.977229 prior_entropy 0.986572 recall 0.977229 [0.975768,0.978339] relative_absolute_error 0.055728 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.128826 root_relative_squared_error 0.260077 scimark_benchmark 902.47726 [559.2307353210181, 925.7530427861896, 478.7078954039208, 849.4620962942212, 1699.2325314314048] total_cost 0 usercpu_time_millis 11920 usercpu_time_millis_testing 150 usercpu_time_millis_training 11770 area_under_roc_curve 0.998315 [0.998315,0.998315] area_under_roc_curve 0.998284 [0.998284,0.998284] area_under_roc_curve 0.998762 [0.998762,0.998762] area_under_roc_curve 0.997372 [0.997372,0.997372] area_under_roc_curve 0.998626 [0.998626,0.998626] area_under_roc_curve 0.99865 [0.99865,0.99865] area_under_roc_curve 0.998029 [0.998029,0.998029] area_under_roc_curve 0.997552 [0.997552,0.997552] area_under_roc_curve 0.998162 [0.998162,0.998162] area_under_roc_curve 0.99796 [0.99796,0.99796] 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 0.977738 [0.974473,0.980224] f_measure 0.979651 [0.976457,0.982082] f_measure 0.982574 [0.979978,0.984549] f_measure 0.973854 [0.9699,0.976864] f_measure 0.978208 [0.974846,0.980761] f_measure 0.98063 [0.977654,0.982891] f_measure 0.978682 [0.975309,0.981245] f_measure 0.968015 [0.96288,0.971915] f_measure 0.976231 [0.972238,0.979264] f_measure 0.976747 [0.973094,0.979522] kappa 0.9547 kappa 0.958539 kappa 0.964529 kappa 0.946765 kappa 0.955608 kappa 0.960546 kappa 0.956553 kappa 0.934795 kappa 0.951505 kappa 0.952616 kb_relative_information_score 1947.996564 kb_relative_information_score 1961.069272 kb_relative_information_score 1975.766422 kb_relative_information_score 1934.175396 kb_relative_information_score 1959.247387 kb_relative_information_score 1962.766713 kb_relative_information_score 1956.510512 kb_relative_information_score 1930.372034 kb_relative_information_score 1945.922348 kb_relative_information_score 1949.63953 mean_absolute_error 0.028764 mean_absolute_error 0.025471 mean_absolute_error 0.021907 mean_absolute_error 0.031587 mean_absolute_error 0.025559 mean_absolute_error 0.025057 mean_absolute_error 0.026258 mean_absolute_error 0.032148 mean_absolute_error 0.02893 mean_absolute_error 0.027788 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 0.977914 [0.964835,0.987868] precision 0.979651 [0.976457,0.982082] precision 0.982681 [0.972406,0.990501] precision 0.973917 [0.964523,0.981067] precision 0.978241 [0.971047,0.983705] precision 0.98067 [0.973304,0.986266] precision 0.978682 [0.975309,0.981245] precision 0.968013 [0.965051,0.970263] precision 0.976337 [0.981693,0.972269] precision 0.976752 [0.972004,0.980359] predictive_accuracy 0.977713 predictive_accuracy 0.979651 predictive_accuracy 0.982558 predictive_accuracy 0.973837 predictive_accuracy 0.978198 predictive_accuracy 0.98062 predictive_accuracy 0.978682 predictive_accuracy 0.968023 predictive_accuracy 0.97626 predictive_accuracy 0.976744 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 0.977713 [0.984305,0.972696] recall 0.979651 [0.976457,0.982082] recall 0.982558 [0.987668,0.978669] recall 0.973837 [0.975336,0.972696] recall 0.978198 [0.978676,0.977835] recall 0.98062 [0.982043,0.97954] recall 0.978682 [0.975309,0.981245] recall 0.968023 [0.960718,0.973572] recall 0.97626 [0.962963,0.98636] recall 0.976744 [0.974186,0.978687] relative_absolute_error 0.058611 relative_absolute_error 0.051902 relative_absolute_error 0.044638 relative_absolute_error 0.064363 relative_absolute_error 0.052087 relative_absolute_error 0.051064 relative_absolute_error 0.053513 relative_absolute_error 0.065515 relative_absolute_error 0.058957 relative_absolute_error 0.056631 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 0.125813 root_mean_squared_error 0.125388 root_mean_squared_error 0.114697 root_mean_squared_error 0.141983 root_mean_squared_error 0.123507 root_mean_squared_error 0.119399 root_mean_squared_error 0.125447 root_mean_squared_error 0.144385 root_mean_squared_error 0.132911 root_mean_squared_error 0.131669 root_relative_squared_error 0.253974 root_relative_squared_error 0.253116 root_relative_squared_error 0.231533 root_relative_squared_error 0.286616 root_relative_squared_error 0.249353 root_relative_squared_error 0.241058 root_relative_squared_error 0.253269 root_relative_squared_error 0.291504 root_relative_squared_error 0.268339 root_relative_squared_error 0.26583 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 10810 usercpu_time_millis 10260 usercpu_time_millis 9770 usercpu_time_millis 10640 usercpu_time_millis 9890 usercpu_time_millis 9520 usercpu_time_millis 9670 usercpu_time_millis 9290 usercpu_time_millis 10460 usercpu_time_millis 10030 usercpu_time_millis_testing 20 usercpu_time_millis_testing 10 usercpu_time_millis_testing 20 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 20 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 10790 usercpu_time_millis_training 10250 usercpu_time_millis_training 9750 usercpu_time_millis_training 10630 usercpu_time_millis_training 9880 usercpu_time_millis_training 9510 usercpu_time_millis_training 9650 usercpu_time_millis_training 9280 usercpu_time_millis_training 10450 usercpu_time_millis_training 10020