579142 1 Jan van Rijn 3688 Supervised Classification predictive_accuracy 1820 weka.MultilayerPerceptron(4) 2826 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a L 0.3 1820 M 0.2 1820 N 500 1820 V 0 1820 S 0 1820 E 20 1820 H a 1820 study_20 weka weka_3.7.13 823 houses https://www.openml.org/data/download/53357/houses.arff -1 1999341 description https://api.openml.org/data/download/1999341/weka_generated_run3850911486459415812.xml -1 1999343 model_readable https://api.openml.org/data/download/1999343/WekaModel_weka.classifiers.functions.MultilayerPerceptron2414116998765686721.model -1 1999342 model_serialized https://api.openml.org/data/download/1999342/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1214214448890156096.model -1 1999344 predictions https://api.openml.org/data/download/1999344/weka_generated_predictions2346773942418720503.arff area_under_roc_curve 0.99728 [0.99728,0.99728] average_cost 0 f_measure 0.979848 [0.976695,0.982245] kappa 0.95894 kb_relative_information_score 19598.657102 mean_absolute_error 0.025775 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.979853 [0.975492,0.983168] predictive_accuracy 0.979845 prior_entropy 0.986572 recall 0.979845 [0.9779,0.981324] relative_absolute_error 0.052525 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.122236 root_relative_squared_error 0.246772 scimark_benchmark 1656.389421 [887.8802158467421, 1186.5485972905478, 622.8200917953715, 1464.4916513217447, 4120.206546471676] total_cost 0 usercpu_time_millis 14630 usercpu_time_millis_testing 30 usercpu_time_millis_training 14600 area_under_roc_curve 0.998673 [0.998673,0.998673] area_under_roc_curve 0.998446 [0.998446,0.998446] area_under_roc_curve 0.997897 [0.997897,0.997897] area_under_roc_curve 0.996836 [0.996836,0.996836] area_under_roc_curve 0.998462 [0.998462,0.998462] area_under_roc_curve 0.997896 [0.997896,0.997896] area_under_roc_curve 0.997568 [0.997568,0.997568] area_under_roc_curve 0.996832 [0.996832,0.996832] area_under_roc_curve 0.998196 [0.998196,0.998196] area_under_roc_curve 0.997731 [0.997731,0.997731] 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 0.984017 [0.981554,0.985891] f_measure 0.976765 [0.973304,0.979399] f_measure 0.984989 [0.982711,0.986724] f_measure 0.973844 [0.969799,0.976923] f_measure 0.979657 [0.976484,0.982067] f_measure 0.978196 [0.974733,0.980827] f_measure 0.980615 [0.977503,0.982979] f_measure 0.973834 [0.969663,0.977002] f_measure 0.982067 [0.979178,0.984262] f_measure 0.984494 [0.982022,0.986371] kappa 0.967446 kappa 0.952705 kappa 0.969435 kappa 0.946722 kappa 0.958551 kappa 0.95556 kappa 0.960482 kappa 0.946665 kappa 0.963441 kappa 0.968394 kb_relative_information_score 1965.347325 kb_relative_information_score 1956.002312 kb_relative_information_score 1977.673405 kb_relative_information_score 1933.605837 kb_relative_information_score 1954.681341 kb_relative_information_score 1959.142497 kb_relative_information_score 1965.099473 kb_relative_information_score 1943.450257 kb_relative_information_score 1967.293283 kb_relative_information_score 1976.361372 mean_absolute_error 0.025402 mean_absolute_error 0.026342 mean_absolute_error 0.021789 mean_absolute_error 0.031942 mean_absolute_error 0.027335 mean_absolute_error 0.025643 mean_absolute_error 0.024426 mean_absolute_error 0.0294 mean_absolute_error 0.023736 mean_absolute_error 0.021735 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 0.984034 [0.978818,0.988003] precision 0.976877 [0.965784,0.98532] precision 0.985036 [0.977802,0.990542] precision 0.973858 [0.967634,0.978596] precision 0.979669 [0.974302,0.983747] precision 0.978195 [0.975281,0.980409] precision 0.980617 [0.979707,0.981308] precision 0.973832 [0.970754,0.97617] precision 0.982073 [0.981941,0.982173] precision 0.984494 [0.983127,0.985532] predictive_accuracy 0.984012 predictive_accuracy 0.976744 predictive_accuracy 0.984981 predictive_accuracy 0.973837 predictive_accuracy 0.979651 predictive_accuracy 0.978198 predictive_accuracy 0.98062 predictive_accuracy 0.973837 predictive_accuracy 0.982074 predictive_accuracy 0.984496 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 0.984012 [0.984305,0.983788] recall 0.976744 [0.980942,0.973549] recall 0.984981 [0.987668,0.982935] recall 0.973837 [0.971973,0.975256] recall 0.979651 [0.978676,0.980392] recall 0.978198 [0.974186,0.981245] recall 0.98062 [0.975309,0.984655] recall 0.973837 [0.968575,0.977835] recall 0.982074 [0.976431,0.98636] recall 0.984496 [0.98092,0.987212] relative_absolute_error 0.051761 relative_absolute_error 0.053675 relative_absolute_error 0.0444 relative_absolute_error 0.065086 relative_absolute_error 0.055707 relative_absolute_error 0.052259 relative_absolute_error 0.049778 relative_absolute_error 0.059915 relative_absolute_error 0.048373 relative_absolute_error 0.044294 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 0.107561 root_mean_squared_error 0.125952 root_mean_squared_error 0.108793 root_mean_squared_error 0.143708 root_mean_squared_error 0.121671 root_mean_squared_error 0.125695 root_mean_squared_error 0.122405 root_mean_squared_error 0.133954 root_mean_squared_error 0.116938 root_mean_squared_error 0.110861 root_relative_squared_error 0.217129 root_relative_squared_error 0.254254 root_relative_squared_error 0.219617 root_relative_squared_error 0.290097 root_relative_squared_error 0.245645 root_relative_squared_error 0.25377 root_relative_squared_error 0.247126 root_relative_squared_error 0.270445 root_relative_squared_error 0.23609 root_relative_squared_error 0.223822 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 16940 usercpu_time_millis 16160 usercpu_time_millis 14360 usercpu_time_millis 13440 usercpu_time_millis 13800 usercpu_time_millis 14860 usercpu_time_millis 15050 usercpu_time_millis 13270 usercpu_time_millis 13620 usercpu_time_millis 12960 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 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 0 usercpu_time_millis_testing 10 usercpu_time_millis_training 16930 usercpu_time_millis_training 16150 usercpu_time_millis_training 14350 usercpu_time_millis_training 13440 usercpu_time_millis_training 13800 usercpu_time_millis_training 14860 usercpu_time_millis_training 15050 usercpu_time_millis_training 13270 usercpu_time_millis_training 13620 usercpu_time_millis_training 12950