542054 939 Martijn Post 3786 Supervised Classification predictive_accuracy 1944 weka.SGD(4) 2547 weka.classifiers.functions.SGD -- -F 0 -L 0.01 -R 1.0E-4 -E 500 -C 0.001 -S 1 F 0 1944 L 0.01 1944 R 1.0E-4 1944 E 500 1944 C 0.001 1944 S 1 1944 weka weka_3.7.13 923 visualizing_soil https://www.openml.org/data/download/53457/visualizing_soil.arff -1 1849217 description https://api.openml.org/data/download/1849217/weka_generated_run8350097322653264493.xml -1 1849219 model_readable https://api.openml.org/data/download/1849219/WekaModel_weka.classifiers.functions.SGD4435471334361169521.model -1 1849218 model_serialized https://api.openml.org/data/download/1849218/WekaSerialized_weka.classifiers.functions.SGD6171659048383483574.model -1 1849220 predictions https://api.openml.org/data/download/1849220/weka_generated_predictions3341059789896276204.arff area_under_roc_curve 0.997206 [0.997206,0.997206] average_cost 0 f_measure 0.997338 [0.997583,0.997039] kappa 0.994622 kb_relative_information_score 8594.298981 mean_absolute_error 0.002662 mean_prior_absolute_error 0.494991 number_of_instances 8641 [4753,3888] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.99734 [0.99664,0.998195] predictive_accuracy 0.997338 prior_entropy 0.992763 recall 0.997338 [0.998527,0.995885] relative_absolute_error 0.005377 root_mean_prior_squared_error 0.497488 root_mean_squared_error 0.051592 root_relative_squared_error 0.103705 scimark_benchmark 1870.793213 [1186.9620309782829, 1562.8182849978705, 857.2788622324232, 1859.836817792809, 3887.0700672906046] total_cost 0 usercpu_time_millis 187.2012 usercpu_time_millis_testing 0 usercpu_time_millis_training 187.2012 area_under_roc_curve 0.998715 [0.998715,0.998715] area_under_roc_curve 0.997895 [0.997895,0.997895] area_under_roc_curve 0.993451 [0.993451,0.993451] area_under_roc_curve 0.998715 [0.998715,0.998715] area_under_roc_curve 0.994859 [0.994859,0.994859] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.993573 [0.993573,0.993573] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.998711 [0.998711,0.998711] area_under_roc_curve 0.996134 [0.996134,0.996134] 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 0.998844 [0.998951,0.998713] f_measure 0.997686 [0.99789,0.997436] f_measure 0.993059 [0.993658,0.992327] f_measure 0.998842 [0.998948,0.998713] f_measure 0.995368 [0.995807,0.994832] f_measure 1 [1,1] f_measure 0.994209 [0.994764,0.993532] f_measure 1 [1,1] f_measure 0.998842 [0.998951,0.99871] f_measure 0.996526 [0.996859,0.996119] kappa 0.997664 kappa 0.995326 kappa 0.985985 kappa 0.997661 kappa 0.990639 kappa 1 kappa 0.988296 kappa 1 kappa 0.99766 kappa 0.992978 kb_relative_information_score 862.90805 kb_relative_information_score 860.010164 kb_relative_information_score 851.893328 kb_relative_information_score 862.039373 kb_relative_information_score 855.951746 kb_relative_information_score 864.068582 kb_relative_information_score 853.922537 kb_relative_information_score 864.068582 kb_relative_information_score 861.747518 kb_relative_information_score 857.6891 mean_absolute_error 0.001156 mean_absolute_error 0.002315 mean_absolute_error 0.006944 mean_absolute_error 0.001157 mean_absolute_error 0.00463 mean_absolute_error 0 mean_absolute_error 0.005787 mean_absolute_error 0 mean_absolute_error 0.001157 mean_absolute_error 0.003472 mean_prior_absolute_error 0.494967 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.495019 mean_prior_absolute_error 0.494903 mean_prior_absolute_error 0.494903 number_of_instances 865 [476,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [475,389] number_of_instances 864 [476,388] number_of_instances 864 [476,388] precision 0.998846 [0.997904,1] precision 0.997697 [1,0.994885] precision 0.993105 [0.997877,0.987277] precision 0.998845 [0.997899,1] precision 0.995409 [0.991649,1] precision 1 [1,1] precision 0.994273 [0.989583,1] precision 1 [1,1] precision 0.998845 [0.997904,1] precision 0.99655 [0.993737,1] predictive_accuracy 0.998844 predictive_accuracy 0.997685 predictive_accuracy 0.993056 predictive_accuracy 0.998843 predictive_accuracy 0.99537 predictive_accuracy 1 predictive_accuracy 0.994213 predictive_accuracy 1 predictive_accuracy 0.998843 predictive_accuracy 0.996528 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 prior_entropy 0.992763 recall 0.998844 [1,0.997429] recall 0.997685 [0.995789,1] recall 0.993056 [0.989474,0.997429] recall 0.998843 [1,0.997429] recall 0.99537 [1,0.989717] recall 1 [1,1] recall 0.994213 [1,0.987147] recall 1 [1,1] recall 0.998843 [1,0.997423] recall 0.996528 [1,0.992268] relative_absolute_error 0.002336 relative_absolute_error 0.004676 relative_absolute_error 0.014029 relative_absolute_error 0.002338 relative_absolute_error 0.009352 relative_absolute_error 0 relative_absolute_error 0.011691 relative_absolute_error 0 relative_absolute_error 0.002339 relative_absolute_error 0.007016 root_mean_prior_squared_error 0.497465 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497517 root_mean_prior_squared_error 0.497401 root_mean_prior_squared_error 0.497401 root_mean_squared_error 0.034001 root_mean_squared_error 0.048113 root_mean_squared_error 0.083333 root_mean_squared_error 0.034021 root_mean_squared_error 0.068041 root_mean_squared_error 0 root_mean_squared_error 0.076073 root_mean_squared_error 0 root_mean_squared_error 0.034021 root_mean_squared_error 0.058926 root_relative_squared_error 0.068349 root_relative_squared_error 0.096705 root_relative_squared_error 0.167498 root_relative_squared_error 0.068381 root_relative_squared_error 0.136762 root_relative_squared_error 0 root_relative_squared_error 0.152904 root_relative_squared_error 0 root_relative_squared_error 0.068397 root_relative_squared_error 0.118467 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 156.001 usercpu_time_millis 187.2012 usercpu_time_millis 156.001 usercpu_time_millis 171.6011 usercpu_time_millis 156.001 usercpu_time_millis 156.001 usercpu_time_millis 156.001 usercpu_time_millis 156.001 usercpu_time_millis 171.6011 usercpu_time_millis 156.001 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_testing 0 usercpu_time_millis_training 156.001 usercpu_time_millis_training 187.2012 usercpu_time_millis_training 156.001 usercpu_time_millis_training 171.6011 usercpu_time_millis_training 140.4009 usercpu_time_millis_training 156.001 usercpu_time_millis_training 156.001 usercpu_time_millis_training 156.001 usercpu_time_millis_training 171.6011 usercpu_time_millis_training 156.001