467081 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 1185 weka.Bagging_REPTree(8) 2032 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 100 1185 S 1 1185 num-slots 1 1185 I 10 1185 W weka.classifiers.trees.REPTree 1185 weka weka_3.7.12 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 1642639 description https://api.openml.org/data/download/1642639/weka_generated_run8932843207091326584.xml -1 1642642 model_readable https://api.openml.org/data/download/1642642/WekaModel_weka.classifiers.meta.Bagging4546347588015740578.model -1 1642641 model_serialized https://api.openml.org/data/download/1642641/WekaSerialized_weka.classifiers.meta.Bagging373879088036836419.model -1 1642640 predictions https://api.openml.org/data/download/1642640/weka_generated_predictions1271580009751553310.arff area_under_roc_curve 0.998517 [0.998517,0.998517] average_cost 0 f_measure 0.985355 [0.986011,0.984638] kappa 0.970649 kb_relative_information_score 15123.018421 mean_absolute_error 0.029925 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 0.985365 [0.983777,0.9871] predictive_accuracy 0.985357 prior_entropy 0.998577 recall 0.985357 [0.988256,0.982187] relative_absolute_error 0.059969 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.109849 root_relative_squared_error 0.219916 scimark_benchmark 941.667529 [555.4906311231572, 1011.2594872886406, 475.31735608978465, 907.3866581455474, 1758.8835103978397] total_cost 0 usercpu_time_millis 350 usercpu_time_millis_testing 0 usercpu_time_millis_training 350 area_under_roc_curve 0.998658 [0.998658,0.998658] area_under_roc_curve 0.997538 [0.997538,0.997538] area_under_roc_curve 0.999251 [0.999251,0.999251] area_under_roc_curve 0.998796 [0.998796,0.998796] area_under_roc_curve 0.999585 [0.999585,0.999585] area_under_roc_curve 0.998766 [0.998766,0.998766] area_under_roc_curve 0.99928 [0.99928,0.99928] area_under_roc_curve 0.998208 [0.998208,0.998208] area_under_roc_curve 0.999116 [0.999116,0.999116] area_under_roc_curve 0.996628 [0.996628,0.996628] 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 0.979345 [0.980299,0.978304] f_measure 0.988734 [0.98926,0.988158] f_measure 0.986859 [0.987403,0.986266] f_measure 0.986231 [0.986842,0.985564] f_measure 0.989988 [0.990408,0.989529] f_measure 0.985603 [0.986301,0.984838] f_measure 0.989363 [0.98979,0.988896] f_measure 0.988734 [0.98926,0.988158] f_measure 0.986231 [0.986858,0.985545] f_measure 0.972459 [0.973747,0.971053] kappa 0.958603 kappa 0.977418 kappa 0.973668 kappa 0.972407 kappa 0.979937 kappa 0.971141 kappa 0.978686 kappa 0.977418 kappa 0.972403 kappa 0.944801 kb_relative_information_score 1505.295709 kb_relative_information_score 1528.887612 kb_relative_information_score 1510.491493 kb_relative_information_score 1512.744361 kb_relative_information_score 1526.346407 kb_relative_information_score 1501.600585 kb_relative_information_score 1519.704241 kb_relative_information_score 1509.915878 kb_relative_information_score 1516.725831 kb_relative_information_score 1491.306302 mean_absolute_error 0.031541 mean_absolute_error 0.024228 mean_absolute_error 0.030671 mean_absolute_error 0.030559 mean_absolute_error 0.025933 mean_absolute_error 0.034172 mean_absolute_error 0.027721 mean_absolute_error 0.030823 mean_absolute_error 0.028332 mean_absolute_error 0.035274 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 0.979378 [0.976219,0.982827] precision 0.98876 [0.985731,0.992074] precision 0.98686 [0.987995,0.985621] precision 0.986242 [0.984487,0.988158] precision 0.989992 [0.991597,0.988235] precision 0.985661 [0.981043,0.990716] precision 0.98937 [0.991576,0.986962] precision 0.98876 [0.985731,0.992074] precision 0.986242 [0.984505,0.988142] precision 0.972501 [0.969121,0.97619] predictive_accuracy 0.979349 predictive_accuracy 0.988736 predictive_accuracy 0.986859 predictive_accuracy 0.986233 predictive_accuracy 0.989987 predictive_accuracy 0.985607 predictive_accuracy 0.989362 predictive_accuracy 0.988736 predictive_accuracy 0.986233 predictive_accuracy 0.972466 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 0.979349 [0.984412,0.973822] recall 0.988736 [0.992814,0.984273] recall 0.986859 [0.986811,0.986911] recall 0.986233 [0.989209,0.982984] recall 0.989987 [0.989222,0.990826] recall 0.985607 [0.991617,0.97903] recall 0.989362 [0.98801,0.990838] recall 0.988736 [0.992814,0.984273] recall 0.986233 [0.989222,0.982962] recall 0.972466 [0.978417,0.965969] relative_absolute_error 0.063205 relative_absolute_error 0.048553 relative_absolute_error 0.061462 relative_absolute_error 0.061237 relative_absolute_error 0.051971 relative_absolute_error 0.06848 relative_absolute_error 0.055549 relative_absolute_error 0.06177 relative_absolute_error 0.056778 relative_absolute_error 0.070686 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 0.116946 root_mean_squared_error 0.102114 root_mean_squared_error 0.105162 root_mean_squared_error 0.103296 root_mean_squared_error 0.090092 root_mean_squared_error 0.112646 root_mean_squared_error 0.10016 root_mean_squared_error 0.113201 root_mean_squared_error 0.107127 root_mean_squared_error 0.140383 root_relative_squared_error 0.234118 root_relative_squared_error 0.204437 root_relative_squared_error 0.210525 root_relative_squared_error 0.20679 root_relative_squared_error 0.180367 root_relative_squared_error 0.225521 root_relative_squared_error 0.200513 root_relative_squared_error 0.226632 root_relative_squared_error 0.214473 root_relative_squared_error 0.281035 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 100 usercpu_time_millis 120 usercpu_time_millis 110 usercpu_time_millis 110 usercpu_time_millis 110 usercpu_time_millis 160 usercpu_time_millis 170 usercpu_time_millis 120 usercpu_time_millis 110 usercpu_time_millis 110 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 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 100 usercpu_time_millis_training 110 usercpu_time_millis_training 110 usercpu_time_millis_training 110 usercpu_time_millis_training 110 usercpu_time_millis_training 160 usercpu_time_millis_training 170 usercpu_time_millis_training 120 usercpu_time_millis_training 110 usercpu_time_millis_training 110