140015 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 423 weka.AdaBoostM1_SMO_PolyKernel(2) 681 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" I 10 423 P 100 423 S 1 423 W weka.classifiers.functions.SMO 423 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 450923 description https://api.openml.org/data/download/450923/weka_generated_run2043047786807430712.xml -1 450926 model_readable https://api.openml.org/data/download/450926/WekaModel_weka.classifiers.meta.AdaBoostM13659240921933167488.model -1 450925 model_serialized https://api.openml.org/data/download/450925/WekaSerialized_weka.classifiers.meta.AdaBoostM16547950783491909614.model -1 450924 predictions https://api.openml.org/data/download/450924/weka_generated_predictions7414671439584798719.arff area_under_roc_curve 0.997733 [1,0.9966,0.9966] average_cost 0 build_cpu_time 0.1159 build_memory 955507718.4 f_measure 0.966663 [1,0.949495,0.950495] kappa 0.95 kb_relative_information_score 143.217318 mean_absolute_error 0.023456 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 0.966787 [1,0.959184,0.941176] predictive_accuracy 0.966667 prior_entropy 1.584963 recall 0.966667 [1,0.94,0.96] relative_absolute_error 0.052775 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.122349 root_relative_squared_error 0.259541 scimark_benchmark 939.860894 [553.9030000092794, 1004.4070585908115, 481.49857166643204, 904.5686674515777, 1754.9271701211055] total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.993333 [1,0.99,0.99] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.993333 [1,0.99,0.99] 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 build_cpu_time 0.121 build_cpu_time 0.125 build_cpu_time 0.124 build_cpu_time 0.119 build_cpu_time 0.126 build_cpu_time 0.122 build_cpu_time 0.084 build_cpu_time 0.126 build_cpu_time 0.111 build_cpu_time 0.101 build_memory 1331139560 build_memory 428198672 build_memory 913492416 build_memory 1399858424 build_memory 492745920 build_memory 978344176 build_memory 1318343536 build_memory 412373880 build_memory 897441480 build_memory 1383139120 f_measure 1 [1,1,1] 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 1 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 14.413082 kb_relative_information_score 14.895637 kb_relative_information_score 14.957404 kb_relative_information_score 13.608826 kb_relative_information_score 14.501774 kb_relative_information_score 13.596741 kb_relative_information_score 14.998176 kb_relative_information_score 13.668622 kb_relative_information_score 13.60188 kb_relative_information_score 14.975175 mean_absolute_error 0.021237 mean_absolute_error 0.005037 mean_absolute_error 0.002057 mean_absolute_error 0.045503 mean_absolute_error 0.018894 mean_absolute_error 0.048524 mean_absolute_error 0.000089 mean_absolute_error 0.046153 mean_absolute_error 0.045856 mean_absolute_error 0.001207 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 1 [1,1,1] 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 1 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 1 [1,1,1] 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 0.047784 relative_absolute_error 0.011333 relative_absolute_error 0.004628 relative_absolute_error 0.102381 relative_absolute_error 0.042512 relative_absolute_error 0.10918 relative_absolute_error 0.000201 relative_absolute_error 0.103845 relative_absolute_error 0.103176 relative_absolute_error 0.002715 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 0.09941 root_mean_squared_error 0.010645 root_mean_squared_error 0.00661 root_mean_squared_error 0.207854 root_mean_squared_error 0.087711 root_mean_squared_error 0.153709 root_mean_squared_error 0.000147 root_mean_squared_error 0.154373 root_mean_squared_error 0.203196 root_mean_squared_error 0.003237 root_relative_squared_error 0.210879 root_relative_squared_error 0.022581 root_relative_squared_error 0.014021 root_relative_squared_error 0.440925 root_relative_squared_error 0.186064 root_relative_squared_error 0.326066 root_relative_squared_error 0.000311 root_relative_squared_error 0.327474 root_relative_squared_error 0.431044 root_relative_squared_error 0.006868 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