140829 2 Joaquin Vanschoren 3549 Supervised Classification 423 weka.AdaBoostM1_SMO_PolyKernel(2) 682 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -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 20 423 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 1 424 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 454149 description https://api.openml.org/data/download/454149/weka_generated_run9017450997935875235.xml -1 454152 model_readable https://api.openml.org/data/download/454152/WekaModel_weka.classifiers.meta.AdaBoostM15154264042061275070.model -1 454151 model_serialized https://api.openml.org/data/download/454151/WekaSerialized_weka.classifiers.meta.AdaBoostM12195427259699294096.model -1 454150 predictions https://api.openml.org/data/download/454150/weka_generated_predictions5232805348777522294.arff area_under_roc_curve 0.997433 [0.997146,0.995763,1,1] average_cost 0 build_cpu_time 0.070234 build_memory 720419043.671819 f_measure 0.995243 [0.993711,0.99322,1,1] kappa 0.993081 kb_relative_information_score 368.807939 mean_absolute_error 0.250396 mean_prior_absolute_error 0.343874 number_of_instances 841 [317,296,55,173] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.995258 [0.990596,0.996599,1,1] predictive_accuracy 0.995244 prior_entropy 1.78975 recall 0.995244 [0.996845,0.989865,1,1] relative_absolute_error 0.728163 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.312308 root_relative_squared_error 0.753339 scimark_benchmark 874.266766 [338.68749664082395, 955.8308417694717, 462.02318357867284, 883.2345206461015, 1731.5577861038655] total_cost 0 area_under_roc_curve 0.986266 [0.981132,0.981212,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.99303 [0.990385,0.990741,1,1] area_under_roc_curve 0.996473 [1,0.990123,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [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 0.099 build_cpu_time 0.074 build_cpu_time 0.068 build_cpu_time 0.064 build_cpu_time 0.063 build_cpu_time 0.066 build_cpu_time 0.063 build_cpu_time 0.066 build_cpu_time 0.067 build_cpu_time 0.072 build_memory 1492564912 build_memory 222612472 build_memory 327687392 build_memory 415690032 build_memory 520684056 build_memory 635659160 build_memory 740815488 build_memory 828818128 build_memory 933811800 build_memory 1076654784 f_measure 0.976421 [0.969697,0.965517,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.988098 [0.984127,0.983607,1,1] f_measure 0.988086 [0.984615,0.983051,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.965809 kappa 1 kappa 1 kappa 1 kappa 0.982573 kappa 0.982558 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 37.170576 kb_relative_information_score 36.154318 kb_relative_information_score 36.154318 kb_relative_information_score 36.154318 kb_relative_information_score 35.871534 kb_relative_information_score 35.847961 kb_relative_information_score 37.499178 kb_relative_information_score 37.985246 kb_relative_information_score 37.985246 kb_relative_information_score 37.985246 mean_absolute_error 0.251961 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_absolute_error 0.250992 mean_absolute_error 0.250992 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_absolute_error 0.25 mean_prior_absolute_error 0.344205 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.344442 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.977855 [0.941176,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988479 [1,0.967742,1,1] precision 0.988456 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.976471 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 recall 0.976471 [1,0.933333,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [0.96875,1,1,1] recall 0.988095 [1,0.966667,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.732009 relative_absolute_error 0.729406 relative_absolute_error 0.729406 relative_absolute_error 0.729406 relative_absolute_error 0.732301 relative_absolute_error 0.732301 relative_absolute_error 0.725811 relative_absolute_error 0.72368 relative_absolute_error 0.72368 relative_absolute_error 0.72368 root_mean_prior_squared_error 0.414963 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.415248 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_squared_error 0.314414 root_mean_squared_error 0.311805 root_mean_squared_error 0.311805 root_mean_squared_error 0.311539 root_mean_squared_error 0.313392 root_mean_squared_error 0.313128 root_mean_squared_error 0.311539 root_mean_squared_error 0.311805 root_mean_squared_error 0.311805 root_mean_squared_error 0.311805 root_relative_squared_error 0.757693 root_relative_squared_error 0.754611 root_relative_squared_error 0.754611 root_relative_squared_error 0.753969 root_relative_squared_error 0.758451 root_relative_squared_error 0.757813 root_relative_squared_error 0.750248 root_relative_squared_error 0.748688 root_relative_squared_error 0.748688 root_relative_squared_error 0.748688 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