368703 2 Joaquin Vanschoren 1794 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 30 page-blocks https://www.openml.org/data/download/30/dataset_30_page-blocks.arff -1 1278666 description https://api.openml.org/data/download/1278666/weka_generated_run4052395989214994718.xml -1 1278669 model_readable https://api.openml.org/data/download/1278669/WekaModel_weka.classifiers.bayes.BayesNet5551055319836179071.model -1 1278668 model_serialized https://api.openml.org/data/download/1278668/WekaSerialized_weka.classifiers.bayes.BayesNet657787755506810959.model -1 1278667 predictions https://api.openml.org/data/download/1278667/weka_generated_predictions7028892364965937430.arff area_under_roc_curve 0.978392 [0.978114,0.983424,0.996475,0.982652,0.968197] average_cost 0 f_measure 0.939319 [0.965269,0.810078,0.550505,0.6707,0.500662] kappa 0.700707 kb_relative_information_score 15890.818485 mean_absolute_error 0.02831 mean_prior_absolute_error 0.076155 number_of_instances 27365 [24565,1645,140,440,575] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.950414 [0.987356,0.743772,0.425781,0.541144,0.404278] predictive_accuracy 0.93298 prior_entropy 0.639139 recall 0.93298 [0.944148,0.889362,0.778571,0.881818,0.657391] relative_absolute_error 0.371735 root_mean_prior_squared_error 0.19485 root_mean_squared_error 0.14848 root_relative_squared_error 0.762022 scimark_benchmark 1331.255863 [800.477525720216, 967.1041700008193, 536.3346162568728, 1113.1379952308184, 3239.2250102693683] total_cost 0 usercpu_time_millis 50 usercpu_time_millis_testing 20 usercpu_time_millis_training 30 area_under_roc_curve 0.976849 [0.976866,0.977925,0.991514,0.982678,0.965134] area_under_roc_curve 0.974886 [0.974615,0.978768,0.999108,0.953697,0.985639] area_under_roc_curve 0.978958 [0.979039,0.983693,0.993534,0.981138,0.956868] area_under_roc_curve 0.975324 [0.974528,0.98318,0.998138,0.982611,0.975802] area_under_roc_curve 0.981276 [0.980648,0.991205,0.997744,0.997169,0.963577] area_under_roc_curve 0.979747 [0.97903,0.989531,0.999751,0.993622,0.966674] area_under_roc_curve 0.979811 [0.97936,0.988842,0.996536,0.999046,0.954169] area_under_roc_curve 0.980154 [0.979561,0.982045,0.999187,0.995411,0.983841] area_under_roc_curve 0.980844 [0.981094,0.983023,0.995801,0.992853,0.950813] area_under_roc_curve 0.977847 [0.97811,0.976828,0.998229,0.956888,0.980636] 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 0.936352 [0.964427,0.820809,0.277778,0.655462,0.445783] f_measure 0.934886 [0.962529,0.744565,0.622222,0.672897,0.576271] f_measure 0.939111 [0.96589,0.807692,0.4375,0.644628,0.52349] f_measure 0.93311 [0.960784,0.778082,0.608696,0.606061,0.525547] f_measure 0.940333 [0.966348,0.834254,0.585366,0.672131,0.42963] f_measure 0.939749 [0.964152,0.821918,0.651163,0.689655,0.493333] f_measure 0.943345 [0.967862,0.825137,0.578947,0.756757,0.462687] f_measure 0.943562 [0.967152,0.827778,0.7,0.697248,0.509804] f_measure 0.94117 [0.967621,0.840909,0.342857,0.672727,0.44586] f_measure 0.941125 [0.965876,0.802198,0.6,0.654545,0.578947] kappa 0.680207 kappa 0.686728 kappa 0.700598 kappa 0.676169 kappa 0.706362 kappa 0.705679 kappa 0.719945 kappa 0.720403 kappa 0.70226 kappa 0.710488 kb_relative_information_score 1471.108888 kb_relative_information_score 1491.283709 kb_relative_information_score 1583.728136 kb_relative_information_score 1517.942426 kb_relative_information_score 1679.949555 kb_relative_information_score 1607.862274 kb_relative_information_score 1642.118203 kb_relative_information_score 1653.989754 kb_relative_information_score 1638.443814 kb_relative_information_score 1604.391725 mean_absolute_error 0.030496 mean_absolute_error 0.031021 mean_absolute_error 0.028492 mean_absolute_error 0.03053 mean_absolute_error 0.026411 mean_absolute_error 0.028006 mean_absolute_error 0.026585 mean_absolute_error 0.027024 mean_absolute_error 0.026655 mean_absolute_error 0.027873 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076274 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076274 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076037 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076037 number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2456,165,14,44,58] number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2456,165,14,44,58] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2457,164,14,44,57] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2457,164,14,44,57] precision 0.949007 [0.986383,0.78022,0.227273,0.52,0.342593] precision 0.950391 [0.990948,0.671569,0.451613,0.571429,0.428571] precision 0.949633 [0.987245,0.738693,0.388889,0.506494,0.428571] precision 0.946171 [0.985451,0.706468,0.4375,0.454545,0.455696] precision 0.950068 [0.986429,0.766497,0.444444,0.525641,0.376623] precision 0.951469 [0.987617,0.75,0.482759,0.555556,0.397849] precision 0.951265 [0.986058,0.751244,0.458333,0.626866,0.402597] precision 0.95391 [0.988525,0.760204,0.538462,0.584615,0.40625] precision 0.951378 [0.986876,0.791444,0.285714,0.560606,0.35] precision 0.951862 [0.98808,0.73,0.461538,0.545455,0.463158] predictive_accuracy 0.928389 predictive_accuracy 0.926927 predictive_accuracy 0.933138 predictive_accuracy 0.926197 predictive_accuracy 0.934965 predictive_accuracy 0.93348 predictive_accuracy 0.938962 predictive_accuracy 0.937865 predictive_accuracy 0.934576 predictive_accuracy 0.935307 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 recall 0.928389 [0.943427,0.865854,0.357143,0.886364,0.637931] recall 0.926927 [0.935694,0.835366,1,0.818182,0.87931] recall 0.933138 [0.94544,0.890909,0.5,0.886364,0.672414] recall 0.926197 [0.937322,0.865854,1,0.909091,0.62069] recall 0.934965 [0.947068,0.915152,0.857143,0.931818,0.5] recall 0.93348 [0.941775,0.909091,1,0.909091,0.649123] recall 0.938962 [0.950326,0.915152,0.785714,0.954545,0.54386] recall 0.937865 [0.946683,0.908537,1,0.863636,0.684211] recall 0.934576 [0.949104,0.89697,0.428571,0.840909,0.614035] recall 0.935307 [0.944648,0.890244,0.857143,0.818182,0.77193] relative_absolute_error 0.400458 relative_absolute_error 0.407361 relative_absolute_error 0.373551 relative_absolute_error 0.400915 relative_absolute_error 0.34627 relative_absolute_error 0.367737 relative_absolute_error 0.349075 relative_absolute_error 0.355408 relative_absolute_error 0.349988 relative_absolute_error 0.366577 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.195154 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.195154 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194545 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194545 root_mean_squared_error 0.155413 root_mean_squared_error 0.155007 root_mean_squared_error 0.148386 root_mean_squared_error 0.155016 root_mean_squared_error 0.144566 root_mean_squared_error 0.147688 root_mean_squared_error 0.142946 root_mean_squared_error 0.142527 root_mean_squared_error 0.144069 root_mean_squared_error 0.148381 root_relative_squared_error 0.79764 root_relative_squared_error 0.79556 root_relative_squared_error 0.760354 root_relative_squared_error 0.795605 root_relative_squared_error 0.74078 root_relative_squared_error 0.757923 root_relative_squared_error 0.733589 root_relative_squared_error 0.732616 root_relative_squared_error 0.739352 root_relative_squared_error 0.762708 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 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis_testing 20 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 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 20