276553 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 1191 weka.LogitBoost_DecisionStump(3) 2042 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 20 -W weka.classifiers.trees.DecisionStump P 100 1191 L -1.7976931348623157E308 1191 H 1.0 1191 Z 3.0 1191 O 1 1191 E 1 1191 S 1 1191 I 20 1191 W weka.classifiers.trees.DecisionStump 1191 weka weka_3.7.12 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 927569 description https://api.openml.org/data/download/927569/weka_generated_run4748360379512446598.xml -1 927572 model_readable https://api.openml.org/data/download/927572/WekaModel_weka.classifiers.meta.LogitBoost860504906313900385.model -1 927571 model_serialized https://api.openml.org/data/download/927571/WekaSerialized_weka.classifiers.meta.LogitBoost2051102146285654907.model -1 927570 predictions https://api.openml.org/data/download/927570/weka_generated_predictions4811480611018390603.arff area_under_roc_curve 0.988077 [0.988077,0.988077] average_cost 0 f_measure 0.945182 [0.94846,0.9416] kappa 0.890096 kb_relative_information_score 12606.841222 mean_absolute_error 0.119492 mean_prior_absolute_error 0.499014 number_of_instances 15980 [8345,7635] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.945734 [0.932692,0.959989] predictive_accuracy 0.945244 prior_entropy 0.998577 recall 0.945244 [0.964769,0.923903] relative_absolute_error 0.239457 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.207586 root_relative_squared_error 0.415582 scimark_benchmark 937.152716 [562.1142596826567, 1012.8541257252805, 481.0671525802613, 901.4580491325925, 1728.2699952514965] total_cost 0 usercpu_time_millis 70 usercpu_time_millis_testing 0 usercpu_time_millis_training 70 area_under_roc_curve 0.989162 [0.989162,0.989162] area_under_roc_curve 0.988234 [0.988234,0.988234] area_under_roc_curve 0.990455 [0.990455,0.990455] area_under_roc_curve 0.987349 [0.987349,0.987349] area_under_roc_curve 0.991273 [0.991273,0.991273] area_under_roc_curve 0.989754 [0.989754,0.989754] area_under_roc_curve 0.989348 [0.989348,0.989348] area_under_roc_curve 0.988046 [0.988046,0.988046] area_under_roc_curve 0.983583 [0.983583,0.983583] area_under_roc_curve 0.984673 [0.984673,0.984673] 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 0.93856 [0.94269,0.934051] f_measure 0.948011 [0.951032,0.944704] f_measure 0.943619 [0.946934,0.94] f_measure 0.942377 [0.945626,0.93883] f_measure 0.949243 [0.952437,0.945747] f_measure 0.948653 [0.951422,0.945623] f_measure 0.938552 [0.942757,0.933962] f_measure 0.95367 [0.956057,0.951058] f_measure 0.951158 [0.953791,0.948276] f_measure 0.937937 [0.942071,0.933423] kappa 0.876827 kappa 0.895762 kappa 0.886969 kappa 0.884482 kappa 0.898227 kappa 0.897058 kappa 0.876813 kappa 0.907122 kappa 0.90208 kappa 0.875577 kb_relative_information_score 1257.410432 kb_relative_information_score 1280.749482 kb_relative_information_score 1262.471275 kb_relative_information_score 1237.903993 kb_relative_information_score 1266.004495 kb_relative_information_score 1270.768321 kb_relative_information_score 1255.874656 kb_relative_information_score 1259.681375 kb_relative_information_score 1263.042379 kb_relative_information_score 1252.934814 mean_absolute_error 0.119718 mean_absolute_error 0.112811 mean_absolute_error 0.119048 mean_absolute_error 0.12631 mean_absolute_error 0.118616 mean_absolute_error 0.116655 mean_absolute_error 0.120673 mean_absolute_error 0.119988 mean_absolute_error 0.118862 mean_absolute_error 0.122245 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.939754 [0.920091,0.961219] precision 0.948428 [0.937209,0.960705] precision 0.944141 [0.931555,0.95788] precision 0.942753 [0.932401,0.954054] precision 0.949989 [0.934332,0.967123] precision 0.948862 [0.941383,0.957047] precision 0.939867 [0.919134,0.9625] precision 0.953795 [0.948174,0.959947] precision 0.951369 [0.943728,0.959732] precision 0.939071 [0.92,0.959889] predictive_accuracy 0.938673 predictive_accuracy 0.94806 predictive_accuracy 0.94368 predictive_accuracy 0.942428 predictive_accuracy 0.949312 predictive_accuracy 0.948686 predictive_accuracy 0.938673 predictive_accuracy 0.953692 predictive_accuracy 0.951189 predictive_accuracy 0.938048 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.938673 [0.966427,0.908377] recall 0.94806 [0.965269,0.929227] recall 0.94368 [0.96283,0.922775] recall 0.942428 [0.959233,0.924084] recall 0.949312 [0.971257,0.925295] recall 0.948686 [0.961677,0.934469] recall 0.938673 [0.967626,0.907068] recall 0.953692 [0.964072,0.942333] recall 0.951189 [0.964072,0.93709] recall 0.938048 [0.965228,0.908377] relative_absolute_error 0.239902 relative_absolute_error 0.226074 relative_absolute_error 0.238559 relative_absolute_error 0.253112 relative_absolute_error 0.237708 relative_absolute_error 0.233777 relative_absolute_error 0.241816 relative_absolute_error 0.240457 relative_absolute_error 0.2382 relative_absolute_error 0.244967 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_squared_error 0.212126 root_mean_squared_error 0.201771 root_mean_squared_error 0.20471 root_mean_squared_error 0.214969 root_mean_squared_error 0.20034 root_mean_squared_error 0.201171 root_mean_squared_error 0.210765 root_mean_squared_error 0.206454 root_mean_squared_error 0.210567 root_mean_squared_error 0.212371 root_relative_squared_error 0.424659 root_relative_squared_error 0.403952 root_relative_squared_error 0.409814 root_relative_squared_error 0.430352 root_relative_squared_error 0.401087 root_relative_squared_error 0.402752 root_relative_squared_error 0.421935 root_relative_squared_error 0.413328 root_relative_squared_error 0.421562 root_relative_squared_error 0.425151 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 40 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 40 usercpu_time_millis 30 usercpu_time_millis 30 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 40 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 30