565770 1 Jan van Rijn 3996 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 1162 AP_Ovary_Uterus https://www.openml.org/data/download/54045/AP_Ovary_Uterus.arff -1 1953538 description https://api.openml.org/data/download/1953538/weka_generated_run7932862619789380444.xml -1 1953540 model_readable https://api.openml.org/data/download/1953540/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier4267463610458652944.model -1 1953539 model_serialized https://api.openml.org/data/download/1953539/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5281859301248191975.model -1 1953541 predictions https://api.openml.org/data/download/1953541/weka_generated_predictions7289336626002817223.arff area_under_roc_curve 0.876548 [0.876548,0.876548] average_cost 0 f_measure 0.848686 [0.883495,0.793103] kappa 0.677462 kb_relative_information_score 219.157756 mean_absolute_error 0.147443 mean_prior_absolute_error 0.473756 number_of_instances 322 [198,124] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.851 [0.850467,0.851852] predictive_accuracy 0.850932 prior_entropy 0.962037 recall 0.850932 [0.919192,0.741935] relative_absolute_error 0.31122 root_mean_prior_squared_error 0.486618 root_mean_squared_error 0.37129 root_relative_squared_error 0.763002 scimark_benchmark 1324.085652 [728.5883880907193, 957.7310773479171, 517.4659273856876, 1180.2971867530298, 3236.345679012345] total_cost 0 usercpu_time_millis 825250 usercpu_time_millis_testing 80 usercpu_time_millis_training 825170 area_under_roc_curve 0.946154 [0.946154,0.946154] area_under_roc_curve 0.851923 [0.851923,0.851923] area_under_roc_curve 0.714583 [0.714583,0.714583] area_under_roc_curve 0.929167 [0.929167,0.929167] area_under_roc_curve 0.954167 [0.954167,0.954167] area_under_roc_curve 0.8875 [0.8875,0.8875] area_under_roc_curve 0.833333 [0.833333,0.833333] area_under_roc_curve 0.845833 [0.845833,0.845833] area_under_roc_curve 0.975709 [0.975709,0.975709] area_under_roc_curve 0.888664 [0.888664,0.888664] 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 0.938312 [0.952381,0.916667] f_measure 0.843889 [0.883721,0.782609] f_measure 0.773256 [0.837209,0.666667] f_measure 0.906923 [0.923077,0.88] f_measure 0.902824 [0.930233,0.857143] f_measure 0.808442 [0.857143,0.727273] f_measure 0.808442 [0.857143,0.727273] f_measure 0.808442 [0.857143,0.727273] f_measure 0.87598 [0.882353,0.866667] f_measure 0.804383 [0.857143,0.727273] kappa 0.869565 kappa 0.669339 kappa 0.508772 kappa 0.803279 kappa 0.789474 kappa 0.586207 kappa 0.586207 kappa 0.586207 kappa 0.752896 kappa 0.591489 kb_relative_information_score 28.288549 kb_relative_information_score 21.857915 kb_relative_information_score 16.38939 kb_relative_information_score 25.170761 kb_relative_information_score 25.750127 kb_relative_information_score 19.070798 kb_relative_information_score 18.710066 kb_relative_information_score 18.838482 kb_relative_information_score 25.810213 kb_relative_information_score 19.271456 mean_absolute_error 0.068106 mean_absolute_error 0.160097 mean_absolute_error 0.223869 mean_absolute_error 0.095973 mean_absolute_error 0.085042 mean_absolute_error 0.182162 mean_absolute_error 0.18934 mean_absolute_error 0.186777 mean_absolute_error 0.092968 mean_absolute_error 0.192173 mean_prior_absolute_error 0.475776 mean_prior_absolute_error 0.475776 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.471451 mean_prior_absolute_error 0.478588 mean_prior_absolute_error 0.478588 number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [19,13] number_of_instances 32 [19,13] precision 0.944904 [0.909091,1] precision 0.855204 [0.826087,0.9] precision 0.780797 [0.782609,0.777778] precision 0.909413 [0.947368,0.846154] precision 0.918478 [0.869565,1] precision 0.811364 [0.818182,0.8] precision 0.811364 [0.818182,0.8] precision 0.811364 [0.818182,0.8] precision 0.904412 [1,0.764706] precision 0.825785 [0.782609,0.888889] predictive_accuracy 0.939394 predictive_accuracy 0.848485 predictive_accuracy 0.78125 predictive_accuracy 0.90625 predictive_accuracy 0.90625 predictive_accuracy 0.8125 predictive_accuracy 0.8125 predictive_accuracy 0.8125 predictive_accuracy 0.875 predictive_accuracy 0.8125 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 prior_entropy 0.962037 recall 0.939394 [1,0.846154] recall 0.848485 [0.95,0.692308] recall 0.78125 [0.9,0.583333] recall 0.90625 [0.9,0.916667] recall 0.90625 [1,0.75] recall 0.8125 [0.9,0.666667] recall 0.8125 [0.9,0.666667] recall 0.8125 [0.9,0.666667] recall 0.875 [0.789474,1] recall 0.8125 [0.947368,0.615385] relative_absolute_error 0.143147 relative_absolute_error 0.336497 relative_absolute_error 0.474852 relative_absolute_error 0.20357 relative_absolute_error 0.180383 relative_absolute_error 0.386387 relative_absolute_error 0.401612 relative_absolute_error 0.396176 relative_absolute_error 0.194255 relative_absolute_error 0.401543 root_mean_prior_squared_error 0.488689 root_mean_prior_squared_error 0.488689 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.484243 root_mean_prior_squared_error 0.491558 root_mean_prior_squared_error 0.491558 root_mean_squared_error 0.230187 root_mean_squared_error 0.389615 root_mean_squared_error 0.467982 root_mean_squared_error 0.306425 root_mean_squared_error 0.276794 root_mean_squared_error 0.420346 root_mean_squared_error 0.430974 root_mean_squared_error 0.431338 root_mean_squared_error 0.259998 root_mean_squared_error 0.41279 root_relative_squared_error 0.471028 root_relative_squared_error 0.797264 root_relative_squared_error 0.966419 root_relative_squared_error 0.632792 root_relative_squared_error 0.571602 root_relative_squared_error 0.868048 root_relative_squared_error 0.889995 root_relative_squared_error 0.890747 root_relative_squared_error 0.528926 root_relative_squared_error 0.839759 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 1069770 usercpu_time_millis 594940 usercpu_time_millis 811990 usercpu_time_millis 943300 usercpu_time_millis 873410 usercpu_time_millis 1161330 usercpu_time_millis 993470 usercpu_time_millis 1045480 usercpu_time_millis 1631020 usercpu_time_millis 1378900 usercpu_time_millis_testing 30 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 20 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 1069740 usercpu_time_millis_training 594930 usercpu_time_millis_training 811980 usercpu_time_millis_training 943290 usercpu_time_millis_training 873400 usercpu_time_millis_training 1161320 usercpu_time_millis_training 993450 usercpu_time_millis_training 1045470 usercpu_time_millis_training 1631010 usercpu_time_millis_training 1378890