145758 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 398 weka.AdaBoostM1_BFTree(2) 611 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1 I 20 398 P 100 398 S 1 398 W weka.classifiers.trees.BFTree 398 C true 399 M 2 399 N 5 399 P POSTPRUNED 399 S 1 399 weka weka_3.7.12-SNAPSHOT 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 472028 description https://api.openml.org/data/download/472028/weka_generated_run4545841625136705122.xml -1 472031 model_readable https://api.openml.org/data/download/472031/WekaModel_weka.classifiers.meta.AdaBoostM15279845837610071872.model -1 472030 model_serialized https://api.openml.org/data/download/472030/WekaSerialized_weka.classifiers.meta.AdaBoostM15564346016599936544.model -1 472029 predictions https://api.openml.org/data/download/472029/weka_generated_predictions480409188393243802.arff area_under_roc_curve 0.9696 [1,0.9544,0.9544] average_cost 0 f_measure 0.96 [1,0.94,0.94] kappa 0.94 kb_relative_information_score 141.785503 mean_absolute_error 0.026667 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.96 [1,0.94,0.94] predictive_accuracy 0.96 prior_entropy 1.584963 recall 0.96 [1,0.94,0.94] relative_absolute_error 0.060001 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.163299 root_relative_squared_error 0.34641 scimark_benchmark 940.292236 [549.7134313232403, 1010.9942233373424, 474.2676028917832, 912.1224543806716, 1754.3634695038145] total_cost 0 usercpu_time_millis 90 usercpu_time_millis_testing 0 usercpu_time_millis_training 90 area_under_roc_curve 0.95 [1,0.95,0.9] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.9,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.95 [1,0.9,0.95] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9 [1,0.9,0.8] area_under_roc_curve 0.943333 [1,0.89,0.94] area_under_roc_curve 1 [1,1,1] 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 0.93266 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.861111 [1,0.833333,0.75] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.9 kappa 1 kb_relative_information_score 13.63093 kb_relative_information_score 15 kb_relative_information_score 14.999995 kb_relative_information_score 13.63093 kb_relative_information_score 15 kb_relative_information_score 13.63093 kb_relative_information_score 15 kb_relative_information_score 12.26186 kb_relative_information_score 13.630859 kb_relative_information_score 15 mean_absolute_error 0.044444 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.044444 mean_absolute_error 0 mean_absolute_error 0.044444 mean_absolute_error 0 mean_absolute_error 0.088889 mean_absolute_error 0.044448 mean_absolute_error 0 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.944444 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.904762 [1,0.714286,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.866667 predictive_accuracy 0.933333 predictive_accuracy 1 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 recall 0.933333 [1,1,0.8] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.866667 [1,1,0.6] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.1 relative_absolute_error 0 relative_absolute_error 0.000001 relative_absolute_error 0.1 relative_absolute_error 0 relative_absolute_error 0.1 relative_absolute_error 0 relative_absolute_error 0.2 relative_absolute_error 0.100008 relative_absolute_error 0 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.210819 root_mean_squared_error 0 root_mean_squared_error 0.000001 root_mean_squared_error 0.210819 root_mean_squared_error 0 root_mean_squared_error 0.210819 root_mean_squared_error 0 root_mean_squared_error 0.298142 root_mean_squared_error 0.210819 root_mean_squared_error 0 root_relative_squared_error 0.447214 root_relative_squared_error 0 root_relative_squared_error 0.000002 root_relative_squared_error 0.447214 root_relative_squared_error 0 root_relative_squared_error 0.447214 root_relative_squared_error 0 root_relative_squared_error 0.632456 root_relative_squared_error 0.447214 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 60 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 70 usercpu_time_millis 80 usercpu_time_millis 80 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 60 usercpu_time_millis_training 50 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 50 usercpu_time_millis_training 70 usercpu_time_millis_training 80 usercpu_time_millis_training 80