531088 939 Martijn Post 3688 Supervised Classification predictive_accuracy 1720 weka.J48(33) 2362 weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1720 M 2 1720 study_15 study_20 weka weka_3.7.13 823 houses https://www.openml.org/data/download/53357/houses.arff -1 1814575 description https://api.openml.org/data/download/1814575/weka_generated_run7331421778207176526.xml -1 1814577 model_readable https://api.openml.org/data/download/1814577/WekaModel_weka.classifiers.trees.J486914745671475082197.model -1 1814576 model_serialized https://api.openml.org/data/download/1814576/WekaSerialized_weka.classifiers.trees.J482911824663629777571.model -1 1814578 predictions https://api.openml.org/data/download/1814578/weka_generated_predictions3805872187185481465.arff area_under_roc_curve 0.993172 [0.993172,0.993172] average_cost 0 f_measure 0.980521 [0.977428,0.982872] kappa 0.9603 kb_relative_information_score 19668.512763 mean_absolute_error 0.024066 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 0.98052 [0.978417,0.982119] predictive_accuracy 0.980523 prior_entropy 0.986572 recall 0.980523 [0.976442,0.983626] relative_absolute_error 0.049042 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.124373 root_relative_squared_error 0.251088 scimark_benchmark 1838.882558 [1081.364291285204, 1483.414142585032, 835.9220098158099, 1761.7203883306604, 4031.991960362729] total_cost 0 usercpu_time_millis 124.8008 usercpu_time_millis_testing 15.6001 usercpu_time_millis_training 109.2007 area_under_roc_curve 0.993752 [0.993752,0.993752] area_under_roc_curve 0.99387 [0.99387,0.99387] area_under_roc_curve 0.991422 [0.991422,0.991422] area_under_roc_curve 0.990696 [0.990696,0.990696] area_under_roc_curve 0.993929 [0.993929,0.993929] area_under_roc_curve 0.993764 [0.993764,0.993764] area_under_roc_curve 0.994754 [0.994754,0.994754] area_under_roc_curve 0.99445 [0.99445,0.99445] area_under_roc_curve 0.992557 [0.992557,0.992557] area_under_roc_curve 0.992947 [0.992947,0.992947] 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 0.982072 [0.979248,0.984222] f_measure 0.979651 [0.976457,0.982082] f_measure 0.984008 [0.981471,0.985939] f_measure 0.975311 [0.971619,0.978121] f_measure 0.982065 [0.979155,0.984275] f_measure 0.980623 [0.977578,0.982935] f_measure 0.980623 [0.977578,0.982935] f_measure 0.97867 [0.975197,0.981308] f_measure 0.980607 [0.977427,0.983022] f_measure 0.981582 [0.978604,0.983844] kappa 0.96347 kappa 0.958539 kappa 0.967411 kappa 0.949742 kappa 0.963431 kappa 0.960514 kappa 0.960514 kappa 0.956506 kappa 0.96045 kappa 0.962447 kb_relative_information_score 1974.983143 kb_relative_information_score 1963.03957 kb_relative_information_score 1977.764315 kb_relative_information_score 1947.736581 kb_relative_information_score 1971.951396 kb_relative_information_score 1973.520077 kb_relative_information_score 1967.261618 kb_relative_information_score 1957.040016 kb_relative_information_score 1964.087016 kb_relative_information_score 1971.12903 mean_absolute_error 0.022185 mean_absolute_error 0.025098 mean_absolute_error 0.02186 mean_absolute_error 0.028452 mean_absolute_error 0.022679 mean_absolute_error 0.022333 mean_absolute_error 0.023961 mean_absolute_error 0.026302 mean_absolute_error 0.024895 mean_absolute_error 0.022894 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 0.982072 [0.979798,0.983802] precision 0.979651 [0.976457,0.982082] precision 0.984009 [0.983127,0.984681] precision 0.97541 [0.964641,0.983607] precision 0.982079 [0.983032,0.981356] precision 0.980627 [0.976484,0.983775] precision 0.980627 [0.976484,0.983775] precision 0.978688 [0.979615,0.977985] precision 0.98064 [0.982974,0.978867] precision 0.981591 [0.981921,0.98134] predictive_accuracy 0.982074 predictive_accuracy 0.979651 predictive_accuracy 0.984012 predictive_accuracy 0.975291 predictive_accuracy 0.982074 predictive_accuracy 0.98062 predictive_accuracy 0.98062 predictive_accuracy 0.978682 predictive_accuracy 0.98062 predictive_accuracy 0.981589 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 0.982074 [0.9787,0.984642] recall 0.979651 [0.976457,0.982082] recall 0.984012 [0.979821,0.987201] recall 0.975291 [0.9787,0.972696] recall 0.982074 [0.975309,0.987212] recall 0.98062 [0.978676,0.982097] recall 0.98062 [0.978676,0.982097] recall 0.978682 [0.970819,0.984655] recall 0.98062 [0.971942,0.987212] recall 0.981589 [0.975309,0.98636] relative_absolute_error 0.045206 relative_absolute_error 0.051142 relative_absolute_error 0.044543 relative_absolute_error 0.057975 relative_absolute_error 0.046219 relative_absolute_error 0.045513 relative_absolute_error 0.048832 relative_absolute_error 0.053602 relative_absolute_error 0.050734 relative_absolute_error 0.046655 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 0.116789 root_mean_squared_error 0.125576 root_mean_squared_error 0.116534 root_mean_squared_error 0.140359 root_mean_squared_error 0.119034 root_mean_squared_error 0.118224 root_mean_squared_error 0.12406 root_mean_squared_error 0.130329 root_mean_squared_error 0.128561 root_mean_squared_error 0.122258 root_relative_squared_error 0.235758 root_relative_squared_error 0.253495 root_relative_squared_error 0.235243 root_relative_squared_error 0.283338 root_relative_squared_error 0.240322 root_relative_squared_error 0.238686 root_relative_squared_error 0.250468 root_relative_squared_error 0.263125 root_relative_squared_error 0.259557 root_relative_squared_error 0.246831 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 140.4009 usercpu_time_millis 140.4009 usercpu_time_millis 124.8008 usercpu_time_millis 109.2007 usercpu_time_millis 156.001 usercpu_time_millis 140.4009 usercpu_time_millis 124.8008 usercpu_time_millis 124.8008 usercpu_time_millis 124.8008 usercpu_time_millis 124.8008 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 140.4009 usercpu_time_millis_training 140.4009 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 109.2007 usercpu_time_millis_training 156.001 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 124.8008 usercpu_time_millis_training 124.8008