548688 939 Martijn Post 3666 Supervised Classification predictive_accuracy 2554 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3) 3463 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.bayes.NaiveBayes P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2554 S weka.attributeSelection.BestFirst 2554 W weka.classifiers.bayes.NaiveBayes 2554 study_15 study_20 weka weka_3.7.13 801 chscase_funds https://www.openml.org/data/download/53335/chscase_funds.arff -1 1868772 description https://api.openml.org/data/download/1868772/weka_generated_run3100605016838554118.xml -1 1868774 model_readable https://api.openml.org/data/download/1868774/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7958979031482210223.model -1 1868773 model_serialized https://api.openml.org/data/download/1868773/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier77081139824002419.model -1 1868775 predictions https://api.openml.org/data/download/1868775/weka_generated_predictions2122726044177788857.arff area_under_roc_curve 0.670361 [0.670361,0.670361] average_cost 0 f_measure 0.647351 [0.565517,0.72] kappa 0.303472 kb_relative_information_score 32.325067 mean_absolute_error 0.420242 mean_prior_absolute_error 0.498251 number_of_instances 185 [87,98] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.670292 [0.706897,0.637795] predictive_accuracy 0.659459 prior_entropy 0.997503 recall 0.659459 [0.471264,0.826531] relative_absolute_error 0.843434 root_mean_prior_squared_error 0.499115 root_mean_squared_error 0.458384 root_relative_squared_error 0.918393 scimark_benchmark 1860.435414 [1160.5060649711334, 1409.6232851890752, 818.712744689528, 1814.7733162910947, 4098.561659667686] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.544444 [0.544444,0.544444] area_under_roc_curve 0.7 [0.7,0.7] area_under_roc_curve 0.65 [0.65,0.65] area_under_roc_curve 0.744444 [0.744444,0.744444] area_under_roc_curve 0.666667 [0.666667,0.666667] area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 0.6875 [0.6875,0.6875] area_under_roc_curve 0.7625 [0.7625,0.7625] area_under_roc_curve 0.444444 [0.444444,0.444444] area_under_roc_curve 0.703704 [0.703704,0.703704] 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 0.665414 [0.571429,0.75] f_measure 0.678828 [0.625,0.727273] f_measure 0.523662 [0.470588,0.571429] f_measure 0.684211 [0.666667,0.7] f_measure 0.482591 [0.307692,0.64] f_measure 0.831746 [0.8,0.857143] f_measure 0.772006 [0.714286,0.818182] f_measure 0.708287 [0.615385,0.782609] f_measure 0.446154 [0.2,0.692308] f_measure 0.6 [0.533333,0.666667] kappa 0.352273 kappa 0.359551 kappa 0.044693 kappa 0.366667 kappa 0.022857 kappa 0.658228 kappa 0.538462 kappa 0.415584 kappa 0.111111 kappa 0.222222 kb_relative_information_score 2.022301 kb_relative_information_score 3.565515 kb_relative_information_score 2.662967 kb_relative_information_score 4.563322 kb_relative_information_score 2.593456 kb_relative_information_score 5.864276 kb_relative_information_score 4.180894 kb_relative_information_score 3.292282 kb_relative_information_score 0.341804 kb_relative_information_score 3.238251 mean_absolute_error 0.453191 mean_absolute_error 0.417257 mean_absolute_error 0.431271 mean_absolute_error 0.391841 mean_absolute_error 0.435934 mean_absolute_error 0.354425 mean_absolute_error 0.39243 mean_absolute_error 0.414954 mean_absolute_error 0.491093 mean_absolute_error 0.418452 mean_prior_absolute_error 0.498452 mean_prior_absolute_error 0.498452 mean_prior_absolute_error 0.498452 mean_prior_absolute_error 0.498452 mean_prior_absolute_error 0.498452 mean_prior_absolute_error 0.496732 mean_prior_absolute_error 0.496732 mean_prior_absolute_error 0.496732 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 19 [9,10] number_of_instances 19 [9,10] number_of_instances 19 [9,10] number_of_instances 19 [9,10] number_of_instances 19 [9,10] number_of_instances 18 [8,10] number_of_instances 18 [8,10] number_of_instances 18 [8,10] number_of_instances 18 [9,9] number_of_instances 18 [9,9] precision 0.717293 [0.8,0.642857] precision 0.689223 [0.714286,0.666667] precision 0.523923 [0.5,0.545455] precision 0.684211 [0.666667,0.7] precision 0.517544 [0.5,0.533333] precision 0.835498 [0.857143,0.818182] precision 0.787037 [0.833333,0.75] precision 0.740171 [0.8,0.692308] precision 0.764706 [1,0.529412] precision 0.625 [0.666667,0.583333] predictive_accuracy 0.684211 predictive_accuracy 0.684211 predictive_accuracy 0.526316 predictive_accuracy 0.684211 predictive_accuracy 0.526316 predictive_accuracy 0.833333 predictive_accuracy 0.777778 predictive_accuracy 0.722222 predictive_accuracy 0.555556 predictive_accuracy 0.611111 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 prior_entropy 0.997503 recall 0.684211 [0.444444,0.9] recall 0.684211 [0.555556,0.8] recall 0.526316 [0.444444,0.6] recall 0.684211 [0.666667,0.7] recall 0.526316 [0.222222,0.8] recall 0.833333 [0.75,0.9] recall 0.777778 [0.625,0.9] recall 0.722222 [0.5,0.9] recall 0.555556 [0.111111,1] recall 0.611111 [0.444444,0.777778] relative_absolute_error 0.909197 relative_absolute_error 0.837105 relative_absolute_error 0.865222 relative_absolute_error 0.786115 relative_absolute_error 0.874575 relative_absolute_error 0.713514 relative_absolute_error 0.790024 relative_absolute_error 0.835368 relative_absolute_error 0.982186 relative_absolute_error 0.836905 root_mean_prior_squared_error 0.499317 root_mean_prior_squared_error 0.499317 root_mean_prior_squared_error 0.499317 root_mean_prior_squared_error 0.499317 root_mean_prior_squared_error 0.499317 root_mean_prior_squared_error 0.497591 root_mean_prior_squared_error 0.497591 root_mean_prior_squared_error 0.497591 root_mean_prior_squared_error 0.500864 root_mean_prior_squared_error 0.500864 root_mean_squared_error 0.491307 root_mean_squared_error 0.446285 root_mean_squared_error 0.465465 root_mean_squared_error 0.44521 root_mean_squared_error 0.469187 root_mean_squared_error 0.391433 root_mean_squared_error 0.42987 root_mean_squared_error 0.447852 root_mean_squared_error 0.5319 root_mean_squared_error 0.450237 root_relative_squared_error 0.98396 root_relative_squared_error 0.893793 root_relative_squared_error 0.932204 root_relative_squared_error 0.891639 root_relative_squared_error 0.939658 root_relative_squared_error 0.786656 root_relative_squared_error 0.863902 root_relative_squared_error 0.900041 root_relative_squared_error 1.061965 root_relative_squared_error 0.898919 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 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_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 0