1839750 1951 J B 125968 Supervised Classification 3489 weka.NaiveBayes(14) 24204 weka.classifiers.bayes.NaiveBayes -- -do-not-check-capabilities -num-decimal-places 8 -batch-size 200 -K K true 3489 num-decimal-places 8 3489 batch-size 200 3489 weka weka_3.8.0 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4618335 description https://api.openml.org/data/download/4618335/weka_generated_run1371863165933061364.xml -1 4618337 model_readable https://api.openml.org/data/download/4618337/WekaModel_weka.classifiers.bayes.NaiveBayes4389658089786350468.model -1 4618336 model_serialized https://api.openml.org/data/download/4618336/WekaSerialized_weka.classifiers.bayes.NaiveBayes5864613389795539200.model -1 4618338 predictions https://api.openml.org/data/download/4618338/weka_generated_predictions828113919273430289.arff area_under_roc_curve 0.811851 [0.811851,0.811851] average_cost 4.642158 f_measure 0.828875 [0.900347,0.466439] kappa 0.367043 kb_relative_information_score 2013.696573 mean_absolute_error 0.170276 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.826139 [0.892571,0.48926] predictive_accuracy 0.83206 prior_entropy 0.645663 recall 0.83206 [0.90826,0.445652] relative_absolute_error 0.61868 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.386967 root_relative_squared_error 1.043249 total_cost 38892 area_under_roc_curve 0.802386 [0.802386,0.802386] area_under_roc_curve 0.82677 [0.82677,0.82677] area_under_roc_curve 0.810254 [0.810254,0.810254] area_under_roc_curve 0.805476 [0.805476,0.805476] area_under_roc_curve 0.835657 [0.835657,0.835657] area_under_roc_curve 0.801366 [0.801366,0.801366] area_under_roc_curve 0.817738 [0.817738,0.817738] area_under_roc_curve 0.81369 [0.81369,0.81369] area_under_roc_curve 0.81431 [0.81431,0.81431] area_under_roc_curve 0.789311 [0.789311,0.789311] average_cost 4.801909 average_cost 4.367542 average_cost 4.24821 average_cost 5.270883 average_cost 4.539379 average_cost 4.795943 average_cost 4.009547 average_cost 5.087112 average_cost 4.505376 average_cost 4.795699 f_measure 0.816063 [0.891103,0.435424] f_measure 0.839571 [0.906516,0.5] f_measure 0.842503 [0.907801,0.511278] f_measure 0.810345 [0.891549,0.398438] f_measure 0.840861 [0.909219,0.494118] f_measure 0.820696 [0.895035,0.443609] f_measure 0.848292 [0.910384,0.533333] f_measure 0.818655 [0.896552,0.423529] f_measure 0.825996 [0.896502,0.468864] f_measure 0.825149 [0.898797,0.452107] kappa 0.326572 kappa 0.406745 kappa 0.419234 kappa 0.290767 kappa 0.404062 kappa 0.338821 kappa 0.44377 kappa 0.320908 kappa 0.365382 kappa 0.3513 kb_relative_information_score 155.69599 kb_relative_information_score 233.43615 kb_relative_information_score 230.227972 kb_relative_information_score 136.242269 kb_relative_information_score 261.800336 kb_relative_information_score 159.949406 kb_relative_information_score 258.123573 kb_relative_information_score 189.091023 kb_relative_information_score 192.599355 kb_relative_information_score 196.5305 mean_absolute_error 0.182421 mean_absolute_error 0.160315 mean_absolute_error 0.16419 mean_absolute_error 0.187146 mean_absolute_error 0.154767 mean_absolute_error 0.180342 mean_absolute_error 0.155855 mean_absolute_error 0.174221 mean_absolute_error 0.172726 mean_absolute_error 0.17078 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.27533 mean_prior_absolute_error 0.27533 number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 837 [699,138] number_of_instances 837 [699,138] precision 0.814771 [0.887943,0.443609] precision 0.837111 [0.898876,0.52381] precision 0.840452 [0.901408,0.53125] precision 0.805562 [0.879167,0.432203] precision 0.837103 [0.895978,0.538462] precision 0.818284 [0.888732,0.460938] precision 0.847057 [0.906516,0.545455] precision 0.814008 [0.883495,0.461538] precision 0.825255 [0.894587,0.474074] precision 0.82181 [0.889356,0.479675] predictive_accuracy 0.817422 predictive_accuracy 0.842482 predictive_accuracy 0.844869 predictive_accuracy 0.816229 predictive_accuracy 0.846062 predictive_accuracy 0.823389 predictive_accuracy 0.849642 predictive_accuracy 0.824582 predictive_accuracy 0.826762 predictive_accuracy 0.829152 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 recall 0.817422 [0.894286,0.427536] recall 0.842482 [0.914286,0.478261] recall 0.844869 [0.914286,0.492754] recall 0.816229 [0.904286,0.369565] recall 0.846062 [0.922857,0.456522] recall 0.823389 [0.901429,0.427536] recall 0.849642 [0.914286,0.521739] recall 0.824582 [0.91,0.391304] recall 0.826762 [0.898426,0.463768] recall 0.829152 [0.908441,0.427536] relative_absolute_error 0.662873 relative_absolute_error 0.582542 relative_absolute_error 0.596625 relative_absolute_error 0.680039 relative_absolute_error 0.562384 relative_absolute_error 0.655318 relative_absolute_error 0.566338 relative_absolute_error 0.633075 relative_absolute_error 0.627343 relative_absolute_error 0.620273 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.371067 root_mean_prior_squared_error 0.371067 root_mean_squared_error 0.402053 root_mean_squared_error 0.373921 root_mean_squared_error 0.375396 root_mean_squared_error 0.405544 root_mean_squared_error 0.366501 root_mean_squared_error 0.401363 root_mean_squared_error 0.370698 root_mean_squared_error 0.393027 root_mean_squared_error 0.388396 root_mean_squared_error 0.390429 root_relative_squared_error 1.084024 root_relative_squared_error 1.008174 root_relative_squared_error 1.012151 root_relative_squared_error 1.093436 root_relative_squared_error 0.988167 root_relative_squared_error 1.082165 root_relative_squared_error 0.999482 root_relative_squared_error 1.059689 root_relative_squared_error 1.0467 root_relative_squared_error 1.052179 total_cost 4024 total_cost 3660 total_cost 3560 total_cost 4417 total_cost 3804 total_cost 4019 total_cost 3360 total_cost 4263 total_cost 3771 total_cost 4014