530947 939 Martijn Post 3688 Supervised Classification predictive_accuracy 2555 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3) 3464 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 100 1726 K 0 1726 S 1 1726 num-slots 1 1726 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2555 S weka.attributeSelection.BestFirst 2555 W weka.classifiers.trees.RandomForest 2555 study_15 study_20 weka weka_3.7.13 823 houses https://www.openml.org/data/download/53357/houses.arff -1 1814014 description https://api.openml.org/data/download/1814014/weka_generated_run1370810936802261025.xml -1 1814016 model_readable https://api.openml.org/data/download/1814016/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6700783453605485766.model -1 1814015 model_serialized https://api.openml.org/data/download/1814015/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6877490530844686874.model -1 1814017 predictions https://api.openml.org/data/download/1814017/weka_generated_predictions7392452762395241498.arff area_under_roc_curve 0.994226 [0.994226,0.994226] average_cost 0 f_measure 0.971131 [0.966637,0.974547] kappa 0.941184 kb_relative_information_score 19154.08724 mean_absolute_error 0.036501 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.971144 [0.964693,0.976048] predictive_accuracy 0.971124 prior_entropy 0.986572 recall 0.971124 [0.968589,0.973051] relative_absolute_error 0.074382 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.143762 root_relative_squared_error 0.29023 scimark_benchmark 1838.882558 [1081.364291285204, 1483.414142585032, 835.9220098158099, 1761.7203883306604, 4031.991960362729] total_cost 0 usercpu_time_millis 1154.4074 usercpu_time_millis_testing 218.4014 usercpu_time_millis_training 936.006 area_under_roc_curve 0.992658 [0.992658,0.992658] area_under_roc_curve 0.996505 [0.996505,0.996505] area_under_roc_curve 0.993622 [0.993622,0.993622] area_under_roc_curve 0.993321 [0.993321,0.993321] area_under_roc_curve 0.992574 [0.992574,0.992574] area_under_roc_curve 0.995474 [0.995474,0.995474] area_under_roc_curve 0.996394 [0.996394,0.996394] area_under_roc_curve 0.993477 [0.993477,0.993477] area_under_roc_curve 0.993991 [0.993991,0.993991] area_under_roc_curve 0.994304 [0.994304,0.994304] 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 0.971409 [0.966873,0.974862] f_measure 0.976267 [0.97261,0.979051] f_measure 0.972872 [0.968645,0.976089] f_measure 0.965625 [0.960446,0.969567] f_measure 0.964142 [0.958427,0.968484] f_measure 0.974816 [0.970917,0.977778] f_measure 0.976277 [0.972672,0.979015] f_measure 0.969961 [0.965208,0.973572] f_measure 0.965625 [0.960402,0.969593] f_measure 0.974313 [0.970174,0.977456] kappa 0.941734 kappa 0.951662 kappa 0.944734 kappa 0.930015 kappa 0.926911 kappa 0.948695 kappa 0.951688 kappa 0.93878 kappa 0.929997 kappa 0.947631 kb_relative_information_score 1916.356504 kb_relative_information_score 1933.977248 kb_relative_information_score 1929.301873 kb_relative_information_score 1892.934593 kb_relative_information_score 1891.15015 kb_relative_information_score 1923.901899 kb_relative_information_score 1932.413358 kb_relative_information_score 1910.615853 kb_relative_information_score 1898.214862 kb_relative_information_score 1925.2209 mean_absolute_error 0.036329 mean_absolute_error 0.032309 mean_absolute_error 0.033103 mean_absolute_error 0.041699 mean_absolute_error 0.04202 mean_absolute_error 0.034732 mean_absolute_error 0.032622 mean_absolute_error 0.037428 mean_absolute_error 0.040333 mean_absolute_error 0.03443 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 0.971407 [0.968504,0.973617] precision 0.976287 [0.9699,0.981148] precision 0.972877 [0.967562,0.976923] precision 0.965705 [0.954596,0.97416] precision 0.964139 [0.959505,0.96766] precision 0.974843 [0.96767,0.980291] precision 0.97635 [0.966741,0.983649] precision 0.969961 [0.965208,0.973572] precision 0.965705 [0.954545,0.974182] precision 0.974316 [0.972912,0.975382] predictive_accuracy 0.971415 predictive_accuracy 0.97626 predictive_accuracy 0.972868 predictive_accuracy 0.965601 predictive_accuracy 0.964147 predictive_accuracy 0.974806 predictive_accuracy 0.97626 predictive_accuracy 0.969961 predictive_accuracy 0.965601 predictive_accuracy 0.974322 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 0.971415 [0.965247,0.976109] recall 0.97626 [0.975336,0.976962] recall 0.972868 [0.969731,0.975256] recall 0.965601 [0.966368,0.965017] recall 0.964147 [0.957351,0.969309] recall 0.974806 [0.974186,0.975277] recall 0.97626 [0.978676,0.974425] recall 0.969961 [0.965208,0.973572] recall 0.965601 [0.96633,0.965047] recall 0.974322 [0.967452,0.97954] relative_absolute_error 0.074026 relative_absolute_error 0.065834 relative_absolute_error 0.067453 relative_absolute_error 0.084969 relative_absolute_error 0.085634 relative_absolute_error 0.070781 relative_absolute_error 0.066482 relative_absolute_error 0.076276 relative_absolute_error 0.082196 relative_absolute_error 0.070166 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 0.145523 root_mean_squared_error 0.131094 root_mean_squared_error 0.13811 root_mean_squared_error 0.15615 root_mean_squared_error 0.159287 root_mean_squared_error 0.137226 root_mean_squared_error 0.130282 root_mean_squared_error 0.147469 root_mean_squared_error 0.15381 root_mean_squared_error 0.135184 root_relative_squared_error 0.293762 root_relative_squared_error 0.264634 root_relative_squared_error 0.278798 root_relative_squared_error 0.315214 root_relative_squared_error 0.321589 root_relative_squared_error 0.277049 root_relative_squared_error 0.263031 root_relative_squared_error 0.29773 root_relative_squared_error 0.310531 root_relative_squared_error 0.272927 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 1029.6066 usercpu_time_millis 998.4064 usercpu_time_millis 904.8058 usercpu_time_millis 889.2057 usercpu_time_millis 936.006 usercpu_time_millis 951.6061 usercpu_time_millis 951.6061 usercpu_time_millis 936.006 usercpu_time_millis 920.4059 usercpu_time_millis 920.4059 usercpu_time_millis_testing 31.2002 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 31.2002 usercpu_time_millis_testing 31.2002 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 31.2002 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 31.2002 usercpu_time_millis_testing 31.2002 usercpu_time_millis_training 998.4064 usercpu_time_millis_training 982.8063 usercpu_time_millis_training 889.2057 usercpu_time_millis_training 858.0055 usercpu_time_millis_training 904.8058 usercpu_time_millis_training 936.006 usercpu_time_millis_training 920.4059 usercpu_time_millis_training 920.4059 usercpu_time_millis_training 889.2057 usercpu_time_millis_training 889.2057