165227 2 Joaquin Vanschoren 3688 Supervised Classification predictive_accuracy 482 weka.MultiBoostAB_DecisionStump(2) 968 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump C 3 482 I 160 482 P 100 482 S 1 482 W weka.classifiers.trees.DecisionStump 482 weka weka_3.7.12-SNAPSHOT 823 houses https://www.openml.org/data/download/53357/houses.arff -1 540606 description https://api.openml.org/data/download/540606/weka_generated_run4263295604852832211.xml -1 540609 model_readable https://api.openml.org/data/download/540609/WekaModel_weka.classifiers.meta.MultiBoostAB363090900786362514.model -1 540608 model_serialized https://api.openml.org/data/download/540608/WekaSerialized_weka.classifiers.meta.MultiBoostAB7103265165181382370.model -1 540607 predictions https://api.openml.org/data/download/540607/weka_generated_predictions532106183130981559.arff area_under_roc_curve 0.997094 [0.997094,0.997094] average_cost 0 f_measure 0.97544 [0.971217,0.97865] kappa 0.949874 kb_relative_information_score 19569.358545 mean_absolute_error 0.025421 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 0.975684 [0.985114,0.968515] predictive_accuracy 0.975484 prior_entropy 0.986572 recall 0.975484 [0.957707,0.988999] relative_absolute_error 0.051803 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.150078 root_relative_squared_error 0.302982 scimark_benchmark 936.711469 [561.5713252099507, 989.9589333171364, 483.2321174670136, 894.9948362526787, 1753.8001309030865] total_cost 0 usercpu_time_millis 12010 usercpu_time_millis_testing 140 usercpu_time_millis_training 11870 area_under_roc_curve 0.997879 [0.997879,0.997879] area_under_roc_curve 0.99749 [0.99749,0.99749] area_under_roc_curve 0.997163 [0.997163,0.997163] area_under_roc_curve 0.995592 [0.995592,0.995592] area_under_roc_curve 0.997793 [0.997793,0.997793] area_under_roc_curve 0.997538 [0.997538,0.997538] area_under_roc_curve 0.997075 [0.997075,0.997075] area_under_roc_curve 0.996195 [0.996195,0.996195] area_under_roc_curve 0.997847 [0.997847,0.997847] area_under_roc_curve 0.996587 [0.996587,0.996587] 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 0.980109 [0.976771,0.982649] f_measure 0.972315 [0.967447,0.97602] f_measure 0.978648 [0.975028,0.981403] f_measure 0.96845 [0.963047,0.972562] f_measure 0.975241 [0.97094,0.978508] f_measure 0.97429 [0.969972,0.977571] f_measure 0.978161 [0.974417,0.981005] f_measure 0.970865 [0.965753,0.974747] f_measure 0.979125 [0.975499,0.981879] f_measure 0.977187 [0.97325,0.980177] kappa 0.959423 kappa 0.943482 kappa 0.956437 kappa 0.935619 kappa 0.949457 kappa 0.947546 kappa 0.955428 kappa 0.940514 kappa 0.957386 kappa 0.953434 kb_relative_information_score 1972.813857 kb_relative_information_score 1945.743945 kb_relative_information_score 1972.441572 kb_relative_information_score 1925.821613 kb_relative_information_score 1954.336015 kb_relative_information_score 1955.856825 kb_relative_information_score 1967.52503 kb_relative_information_score 1939.53479 kb_relative_information_score 1973.982771 kb_relative_information_score 1961.302125 mean_absolute_error 0.021881 mean_absolute_error 0.028065 mean_absolute_error 0.021684 mean_absolute_error 0.03287 mean_absolute_error 0.026038 mean_absolute_error 0.025517 mean_absolute_error 0.022921 mean_absolute_error 0.0294 mean_absolute_error 0.02134 mean_absolute_error 0.024493 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 0.980252 [0.9874,0.974811] precision 0.972757 [0.98603,0.962656] precision 0.978842 [0.987356,0.972362] precision 0.968684 [0.976932,0.962406] precision 0.975534 [0.986111,0.9675] precision 0.974394 [0.979405,0.970588] precision 0.978373 [0.987327,0.971572] precision 0.971221 [0.982578,0.962594] precision 0.979427 [0.990741,0.970833] precision 0.977439 [0.987298,0.96995] predictive_accuracy 0.980136 predictive_accuracy 0.972384 predictive_accuracy 0.978682 predictive_accuracy 0.968508 predictive_accuracy 0.975291 predictive_accuracy 0.974322 predictive_accuracy 0.978198 predictive_accuracy 0.97093 predictive_accuracy 0.979167 predictive_accuracy 0.977229 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 0.980136 [0.966368,0.990614] recall 0.972384 [0.949552,0.989761] recall 0.978682 [0.963004,0.990614] recall 0.968508 [0.949552,0.982935] recall 0.975291 [0.956229,0.98977] recall 0.974322 [0.960718,0.984655] recall 0.978198 [0.961841,0.990622] recall 0.97093 [0.949495,0.987212] recall 0.979167 [0.960718,0.99318] recall 0.977229 [0.959596,0.990622] relative_absolute_error 0.044587 relative_absolute_error 0.057187 relative_absolute_error 0.044185 relative_absolute_error 0.066977 relative_absolute_error 0.053064 relative_absolute_error 0.052002 relative_absolute_error 0.046711 relative_absolute_error 0.059915 relative_absolute_error 0.043489 relative_absolute_error 0.049915 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 0.137211 root_mean_squared_error 0.158013 root_mean_squared_error 0.138089 root_mean_squared_error 0.17023 root_mean_squared_error 0.151738 root_mean_squared_error 0.149204 root_mean_squared_error 0.140333 root_mean_squared_error 0.16691 root_mean_squared_error 0.137184 root_mean_squared_error 0.147429 root_relative_squared_error 0.276983 root_relative_squared_error 0.318975 root_relative_squared_error 0.278755 root_relative_squared_error 0.343637 root_relative_squared_error 0.306349 root_relative_squared_error 0.301234 root_relative_squared_error 0.283323 root_relative_squared_error 0.33698 root_relative_squared_error 0.276966 root_relative_squared_error 0.297649 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 10660 usercpu_time_millis 9980 usercpu_time_millis 9900 usercpu_time_millis 10110 usercpu_time_millis 9940 usercpu_time_millis 9850 usercpu_time_millis 9400 usercpu_time_millis 9880 usercpu_time_millis 10160 usercpu_time_millis 10440 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_testing 10 usercpu_time_millis_testing 20 usercpu_time_millis_testing 10 usercpu_time_millis_training 10650 usercpu_time_millis_training 9970 usercpu_time_millis_training 9890 usercpu_time_millis_training 10090 usercpu_time_millis_training 9930 usercpu_time_millis_training 9840 usercpu_time_millis_training 9390 usercpu_time_millis_training 9870 usercpu_time_millis_training 10140 usercpu_time_millis_training 10430