370557 2 Joaquin Vanschoren 1822 Supervised Classification predictive_accuracy 1168 weka.BayesNet_K2(6) 1921 weka.classifiers.bayes.BayesNet -- -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5 D true 1168 Q weka.classifiers.bayes.net.search.local.K2 1168 P 1 1169 S BAYES 1169 weka weka_3.7.12 60 waveform-5000 https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff -1 1286024 description https://api.openml.org/data/download/1286024/weka_generated_run2933211323815745699.xml -1 1286027 model_readable https://api.openml.org/data/download/1286027/WekaModel_weka.classifiers.bayes.BayesNet1392777564130082700.model -1 1286026 model_serialized https://api.openml.org/data/download/1286026/WekaSerialized_weka.classifiers.bayes.BayesNet1154089707453842252.model -1 1286025 predictions https://api.openml.org/data/download/1286025/weka_generated_predictions2339524582909848845.arff area_under_roc_curve 0.951491 [0.933614,0.961921,0.959351] average_cost 0 f_measure 0.786049 [0.685875,0.837004,0.837568] kappa 0.696847 kb_relative_information_score 18020.324671 mean_absolute_error 0.138183 mean_prior_absolute_error 0.444419 number_of_instances 25000 [8460,8265,8275] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.828986 [0.965658,0.761683,0.75648] predictive_accuracy 0.79756 prior_entropy 1.584879 recall 0.79756 [0.531797,0.928857,0.938127] relative_absolute_error 0.31093 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.336595 root_relative_squared_error 0.714047 scimark_benchmark 1324.788431 [806.3987766376875, 952.5234830366809, 514.7372203605465, 1068.2314605032516, 3282.0512143347632] total_cost 0 usercpu_time_millis 130 usercpu_time_millis_testing 50 usercpu_time_millis_training 80 area_under_roc_curve 0.954166 [0.934659,0.963978,0.96431] area_under_roc_curve 0.9539 [0.935896,0.965618,0.960605] area_under_roc_curve 0.955665 [0.939479,0.962536,0.965349] area_under_roc_curve 0.953338 [0.934982,0.966246,0.959215] area_under_roc_curve 0.951927 [0.936737,0.95959,0.959803] area_under_roc_curve 0.95119 [0.935836,0.962965,0.955123] area_under_roc_curve 0.946904 [0.927881,0.956471,0.956797] area_under_roc_curve 0.948748 [0.928585,0.962916,0.955207] area_under_roc_curve 0.949417 [0.932499,0.956756,0.959383] area_under_roc_curve 0.951236 [0.931573,0.963108,0.959483] 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 0.794399 [0.696833,0.84303,0.845572] f_measure 0.790901 [0.689446,0.84182,0.843767] f_measure 0.797794 [0.708333,0.839803,0.847291] f_measure 0.788025 [0.690799,0.84319,0.832332] f_measure 0.788465 [0.698269,0.830939,0.838259] f_measure 0.783459 [0.68659,0.834857,0.831155] f_measure 0.77249 [0.667183,0.828305,0.824403] f_measure 0.776423 [0.66563,0.835153,0.831031] f_measure 0.780306 [0.673359,0.828415,0.8416] f_measure 0.787669 [0.680523,0.844324,0.840627] kappa 0.708268 kappa 0.70409 kappa 0.711242 kappa 0.698686 kappa 0.698082 kappa 0.692725 kappa 0.678368 kappa 0.685564 kappa 0.690343 kappa 0.701118 kb_relative_information_score 1829.894534 kb_relative_information_score 1819.524945 kb_relative_information_score 1839.895506 kb_relative_information_score 1812.397427 kb_relative_information_score 1801.447043 kb_relative_information_score 1784.631763 kb_relative_information_score 1765.416772 kb_relative_information_score 1772.187122 kb_relative_information_score 1788.23712 kb_relative_information_score 1806.692438 mean_absolute_error 0.13306 mean_absolute_error 0.134822 mean_absolute_error 0.130939 mean_absolute_error 0.135931 mean_absolute_error 0.13822 mean_absolute_error 0.141627 mean_absolute_error 0.144988 mean_absolute_error 0.143807 mean_absolute_error 0.141009 mean_absolute_error 0.137429 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,826,828] precision 0.833728 [0.9625,0.771084,0.764648] precision 0.832264 [0.963907,0.761765,0.768087] precision 0.833044 [0.955823,0.765703,0.774775] precision 0.826939 [0.954167,0.764012,0.759721] precision 0.827692 [0.960663,0.765005,0.754352] precision 0.82918 [0.976035,0.751938,0.756194] precision 0.820717 [0.966368,0.758032,0.734405] precision 0.826174 [0.972727,0.761194,0.741232] precision 0.827646 [0.971047,0.755733,0.752863] precision 0.834058 [0.975717,0.762695,0.760508] predictive_accuracy 0.8052 predictive_accuracy 0.8024 predictive_accuracy 0.8072 predictive_accuracy 0.7988 predictive_accuracy 0.7984 predictive_accuracy 0.7948 predictive_accuracy 0.7852 predictive_accuracy 0.79 predictive_accuracy 0.7932 predictive_accuracy 0.8004 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 recall 0.8052 [0.546099,0.929782,0.945652] recall 0.8024 [0.536643,0.940678,0.93599] recall 0.8072 [0.562648,0.929782,0.934783] recall 0.7988 [0.541371,0.940678,0.92029] recall 0.7984 [0.548463,0.909311,0.943168] recall 0.7948 [0.529551,0.938331,0.922612] recall 0.7852 [0.509456,0.912938,0.939541] recall 0.79 [0.50591,0.92503,0.945586] recall 0.7932 [0.515366,0.916566,0.954051] recall 0.8004 [0.522459,0.945521,0.939614] relative_absolute_error 0.299403 relative_absolute_error 0.303368 relative_absolute_error 0.294631 relative_absolute_error 0.305863 relative_absolute_error 0.311012 relative_absolute_error 0.31868 relative_absolute_error 0.326241 relative_absolute_error 0.323583 relative_absolute_error 0.317288 relative_absolute_error 0.309233 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.327912 root_mean_squared_error 0.33118 root_mean_squared_error 0.324831 root_mean_squared_error 0.330899 root_mean_squared_error 0.338377 root_mean_squared_error 0.34181 root_mean_squared_error 0.346317 root_mean_squared_error 0.346041 root_mean_squared_error 0.344141 root_mean_squared_error 0.333618 root_relative_squared_error 0.695626 root_relative_squared_error 0.702559 root_relative_squared_error 0.689091 root_relative_squared_error 0.701962 root_relative_squared_error 0.717827 root_relative_squared_error 0.72511 root_relative_squared_error 0.734671 root_relative_squared_error 0.734084 root_relative_squared_error 0.730055 root_relative_squared_error 0.707732 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 60 usercpu_time_millis 70 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 60 usercpu_time_millis 50 usercpu_time_millis 60 usercpu_time_millis_testing 20 usercpu_time_millis_testing 30 usercpu_time_millis_testing 20 usercpu_time_millis_testing 30 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 20 usercpu_time_millis_testing 30 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 30