559052 939 Martijn Post 3658 Supervised Classification predictive_accuracy 3477 weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_Logistic(1) 5787 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.GainRatioAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.functions.Logistic -- -R 1.0E-8 -M -1 R 1.0E-8 1805 M -1 1805 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3477 W weka.classifiers.functions.Logistic 3477 weka weka_3.7.13 793 fri_c3_250_10 https://www.openml.org/data/download/53327/fri_c3_250_10.arff -1 1926707 description https://api.openml.org/data/download/1926707/weka_generated_run6191288621058869526.xml -1 1926709 model_readable https://api.openml.org/data/download/1926709/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier1254313475458054983.model -1 1926708 model_serialized https://api.openml.org/data/download/1926708/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3027485047299433263.model -1 1926710 predictions https://api.openml.org/data/download/1926710/weka_generated_predictions6522539968557215525.arff area_under_roc_curve 0.698293 [0.698293,0.698293] average_cost 0 f_measure 0.648204 [0.62069,0.671642] kappa 0.292377 kb_relative_information_score 44.018978 mean_absolute_error 0.417712 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 0.64849 [0.615385,0.676692] predictive_accuracy 0.648 prior_entropy 0.995452 recall 0.648 [0.626087,0.666667] relative_absolute_error 0.840762 root_mean_prior_squared_error 0.498398 root_mean_squared_error 0.471426 root_relative_squared_error 0.945884 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 area_under_roc_curve 0.616883 [0.616883,0.616883] area_under_roc_curve 0.727273 [0.727273,0.727273] area_under_roc_curve 0.675325 [0.675325,0.675325] area_under_roc_curve 0.74026 [0.74026,0.74026] area_under_roc_curve 0.75974 [0.75974,0.75974] area_under_roc_curve 0.589744 [0.589744,0.589744] area_under_roc_curve 0.634615 [0.634615,0.634615] area_under_roc_curve 0.788462 [0.788462,0.788462] area_under_roc_curve 0.698718 [0.698718,0.698718] area_under_roc_curve 0.891026 [0.891026,0.891026] 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 0.56 [0.56,0.56] f_measure 0.648235 [0.5,0.764706] f_measure 0.53977 [0.62069,0.47619] f_measure 0.718161 [0.666667,0.758621] f_measure 0.636522 [0.666667,0.608696] f_measure 0.55133 [0.47619,0.62069] f_measure 0.664 [0.733333,0.6] f_measure 0.632906 [0.571429,0.689655] f_measure 0.799356 [0.782609,0.814815] kappa 0.247492 kappa 0.132492 kappa 0.310345 kappa 0.164134 kappa 0.42623 kappa 0.285714 kappa 0.110032 kappa 0.371069 kappa 0.271845 kappa 0.598071 kb_relative_information_score 4.004655 kb_relative_information_score 4.959946 kb_relative_information_score 3.62327 kb_relative_information_score 3.917829 kb_relative_information_score 6.666351 kb_relative_information_score 1.390113 kb_relative_information_score 3.228736 kb_relative_information_score 4.944886 kb_relative_information_score 3.247861 kb_relative_information_score 8.035332 mean_absolute_error 0.424876 mean_absolute_error 0.400814 mean_absolute_error 0.434263 mean_absolute_error 0.421406 mean_absolute_error 0.369735 mean_absolute_error 0.477651 mean_absolute_error 0.433063 mean_absolute_error 0.412252 mean_absolute_error 0.442835 mean_absolute_error 0.360226 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 0.576364 [0.5,0.636364] precision 0.716 [0.8,0.65] precision 0.62 [0.5,0.714286] precision 0.718667 [0.7,0.733333] precision 0.652 [0.6,0.7] precision 0.559167 [0.555556,0.5625] precision 0.739048 [0.611111,0.857143] precision 0.645 [0.666667,0.625] precision 0.801299 [0.818182,0.785714] predictive_accuracy 0.64 predictive_accuracy 0.56 predictive_accuracy 0.68 predictive_accuracy 0.56 predictive_accuracy 0.72 predictive_accuracy 0.64 predictive_accuracy 0.56 predictive_accuracy 0.68 predictive_accuracy 0.64 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 0.56 [0.636364,0.5] recall 0.68 [0.363636,0.928571] recall 0.56 [0.818182,0.357143] recall 0.72 [0.636364,0.785714] recall 0.64 [0.75,0.538462] recall 0.56 [0.416667,0.692308] recall 0.68 [0.916667,0.461538] recall 0.64 [0.5,0.769231] recall 0.8 [0.75,0.846154] relative_absolute_error 0.857924 relative_absolute_error 0.809335 relative_absolute_error 0.876877 relative_absolute_error 0.850915 relative_absolute_error 0.74658 relative_absolute_error 0.958344 relative_absolute_error 0.868884 relative_absolute_error 0.827129 relative_absolute_error 0.888491 relative_absolute_error 0.722746 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 0.502724 root_mean_squared_error 0.449812 root_mean_squared_error 0.475629 root_mean_squared_error 0.475182 root_mean_squared_error 0.454904 root_mean_squared_error 0.511113 root_mean_squared_error 0.508471 root_mean_squared_error 0.44515 root_mean_squared_error 0.482741 root_mean_squared_error 0.396777 root_relative_squared_error 1.01192 root_relative_squared_error 0.905413 root_relative_squared_error 0.957381 root_relative_squared_error 0.95648 root_relative_squared_error 0.915663 root_relative_squared_error 1.022252 root_relative_squared_error 1.016968 root_relative_squared_error 0.890321 root_relative_squared_error 0.965507 root_relative_squared_error 0.793574 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 15.625 usercpu_time_millis 15.625 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 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_training 15.625 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