557596 939 Martijn Post 3658 Supervised Classification predictive_accuracy 3469 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3) 5779 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.bayes.NaiveBayes T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3469 W weka.classifiers.bayes.NaiveBayes 3469 weka weka_3.7.13 793 fri_c3_250_10 https://www.openml.org/data/download/53327/fri_c3_250_10.arff -1 1920929 description https://api.openml.org/data/download/1920929/weka_generated_run5887889891028805756.xml -1 1920931 model_readable https://api.openml.org/data/download/1920931/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier5932281385808154984.model -1 1920930 model_serialized https://api.openml.org/data/download/1920930/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1656049680015782333.model -1 1920932 predictions https://api.openml.org/data/download/1920932/weka_generated_predictions2129116731894944835.arff area_under_roc_curve 0.676457 [0.676457,0.676457] average_cost 0 f_measure 0.655467 [0.619469,0.686131] kappa 0.30578 kb_relative_information_score 39.634453 mean_absolute_error 0.427329 mean_prior_absolute_error 0.496825 number_of_instances 250 [115,135] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.65527 [0.630631,0.676259] predictive_accuracy 0.656 prior_entropy 0.995452 recall 0.656 [0.608696,0.696296] relative_absolute_error 0.86012 root_mean_prior_squared_error 0.498398 root_mean_squared_error 0.48111 root_relative_squared_error 0.965314 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.623377 [0.623377,0.623377] area_under_roc_curve 0.688312 [0.688312,0.688312] area_under_roc_curve 0.603896 [0.603896,0.603896] area_under_roc_curve 0.688312 [0.688312,0.688312] area_under_roc_curve 0.662338 [0.662338,0.662338] area_under_roc_curve 0.596154 [0.596154,0.596154] area_under_roc_curve 0.705128 [0.705128,0.705128] area_under_roc_curve 0.666667 [0.666667,0.666667] area_under_roc_curve 0.608974 [0.608974,0.608974] area_under_roc_curve 0.846154 [0.846154,0.846154] 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 0.628998 [0.526316,0.709677] f_measure 0.677949 [0.692308,0.666667] f_measure 0.664444 [0.555556,0.75] f_measure 0.681026 [0.666667,0.692308] f_measure 0.641159 [0.608696,0.666667] f_measure 0.6 [0.583333,0.615385] f_measure 0.669333 [0.6,0.733333] f_measure 0.6 [0.583333,0.615385] f_measure 0.558583 [0.521739,0.592593] f_measure 0.8 [0.8,0.8] kappa 0.247492 kappa 0.375 kappa 0.324324 kappa 0.363057 kappa 0.276527 kappa 0.198718 kappa 0.350649 kappa 0.198718 kappa 0.115756 kappa 0.600639 kb_relative_information_score 3.76502 kb_relative_information_score 4.112772 kb_relative_information_score 3.551309 kb_relative_information_score 3.75529 kb_relative_information_score 4.272677 kb_relative_information_score 1.841518 kb_relative_information_score 4.41664 kb_relative_information_score 3.490518 kb_relative_information_score 1.775038 kb_relative_information_score 8.653671 mean_absolute_error 0.428081 mean_absolute_error 0.423486 mean_absolute_error 0.434248 mean_absolute_error 0.428389 mean_absolute_error 0.419552 mean_absolute_error 0.467041 mean_absolute_error 0.421852 mean_absolute_error 0.437765 mean_absolute_error 0.464261 mean_absolute_error 0.34862 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] precision 0.637353 [0.625,0.647059] precision 0.712 [0.6,0.8] precision 0.687619 [0.714286,0.666667] precision 0.690769 [0.615385,0.75] precision 0.644359 [0.583333,0.692308] precision 0.6 [0.583333,0.615385] precision 0.696471 [0.75,0.647059] precision 0.6 [0.583333,0.615385] precision 0.558961 [0.545455,0.571429] precision 0.802564 [0.769231,0.833333] predictive_accuracy 0.64 predictive_accuracy 0.68 predictive_accuracy 0.68 predictive_accuracy 0.68 predictive_accuracy 0.64 predictive_accuracy 0.6 predictive_accuracy 0.68 predictive_accuracy 0.6 predictive_accuracy 0.56 predictive_accuracy 0.8 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 recall 0.64 [0.454545,0.785714] recall 0.68 [0.818182,0.571429] recall 0.68 [0.454545,0.857143] recall 0.68 [0.727273,0.642857] recall 0.64 [0.636364,0.642857] recall 0.6 [0.583333,0.615385] recall 0.68 [0.5,0.846154] recall 0.6 [0.583333,0.615385] recall 0.56 [0.5,0.615385] recall 0.8 [0.833333,0.769231] relative_absolute_error 0.864395 relative_absolute_error 0.855115 relative_absolute_error 0.876847 relative_absolute_error 0.865015 relative_absolute_error 0.847172 relative_absolute_error 0.937057 relative_absolute_error 0.84639 relative_absolute_error 0.878318 relative_absolute_error 0.931479 relative_absolute_error 0.699461 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_squared_error 0.497541 root_mean_squared_error 0.4788 root_mean_squared_error 0.488813 root_mean_squared_error 0.487527 root_mean_squared_error 0.488182 root_mean_squared_error 0.503842 root_mean_squared_error 0.472485 root_mean_squared_error 0.492929 root_mean_squared_error 0.49884 root_mean_squared_error 0.39244 root_relative_squared_error 1.001487 root_relative_squared_error 0.963764 root_relative_squared_error 0.983917 root_relative_squared_error 0.981329 root_relative_squared_error 0.982648 root_relative_squared_error 1.00771 root_relative_squared_error 0.944995 root_relative_squared_error 0.985883 root_relative_squared_error 0.997705 root_relative_squared_error 0.784899 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.625 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625