25344 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 415 weka.AdaBoostM1_MultilayerPerceptron(2) 654 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 80 -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a I 80 415 P 100 415 S 1 415 W weka.classifiers.functions.MultilayerPerceptron 415 E 20 416 H a 416 L 0.3 416 M 0.2 416 N 500 416 S 0 416 V 0 416 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 50982 description https://api.openml.org/data/download/50982/weka_generated_run6137436985209580454.xml -1 50985 model_readable https://api.openml.org/data/download/50985/WekaModel_weka.classifiers.meta.AdaBoostM1117643430076065671.model -1 50984 model_serialized https://api.openml.org/data/download/50984/WekaSerialized_weka.classifiers.meta.AdaBoostM14520590012228743600.model -1 50983 predictions https://api.openml.org/data/download/50983/weka_generated_predictions6128454388080509543.arff area_under_roc_curve 0.983633 [1,0.9751,0.9758] average_cost 0 build_cpu_time 1.192 build_memory 98566711.2 f_measure 0.959984 [1,0.938776,0.941176] kappa 0.94 kb_relative_information_score 142.137577 mean_absolute_error 0.025143 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_55, x86_64, Mac OS X, 10.9.4] precision 0.96047 [1,0.958333,0.923077] predictive_accuracy 0.96 prior_entropy 1.584963 recall 0.96 [1,0.92,0.96] relative_absolute_error 0.056571 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.1524 root_relative_squared_error 0.323289 scimark_benchmark 1611.567459 [986.56144423868311182.5437071395324641.2313116382861246.52405740593554000.9767730234757] 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 0.95 [1,0.9,0.95] area_under_roc_curve 1 [1,1,1] 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] 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 1.171 build_cpu_time 0.882 build_cpu_time 0.418 build_cpu_time 1.904 build_cpu_time 1.388 build_cpu_time 2.4 build_cpu_time 0.615 build_cpu_time 1.326 build_cpu_time 1.16 build_cpu_time 0.656 build_memory 73604056 build_memory 86071376 build_memory 92294896 build_memory 104730384 build_memory 113017384 build_memory 127515856 build_memory 133731096 build_memory 144086456 build_memory 51312672 build_memory 59302936 f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] 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 0.9 kappa 0.9 kappa 1 kappa 0.9 kappa 1 kappa 0.8 kappa 0.9 kappa 1 kb_relative_information_score 14.952117 kb_relative_information_score 14.985746 kb_relative_information_score 13.847033 kb_relative_information_score 13.636739 kb_relative_information_score 14.99896 kb_relative_information_score 13.63093 kb_relative_information_score 14.993887 kb_relative_information_score 12.287515 kb_relative_information_score 13.809731 kb_relative_information_score 14.994918 mean_absolute_error 0.002278 mean_absolute_error 0.000693 mean_absolute_error 0.035061 mean_absolute_error 0.044162 mean_absolute_error 0.000051 mean_absolute_error 0.044444 mean_absolute_error 0.000297 mean_absolute_error 0.087654 mean_absolute_error 0.03654 mean_absolute_error 0.000248 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 0.944444 [1,1,0.833333] 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 0.933333 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 0.933333 [1,0.8,1] 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 0.005125 relative_absolute_error 0.00156 relative_absolute_error 0.078887 relative_absolute_error 0.099363 relative_absolute_error 0.000114 relative_absolute_error 0.1 relative_absolute_error 0.000669 relative_absolute_error 0.197221 relative_absolute_error 0.082215 relative_absolute_error 0.000557 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 0.010778 root_mean_squared_error 0.002242 root_mean_squared_error 0.165888 root_mean_squared_error 0.209473 root_mean_squared_error 0.000159 root_mean_squared_error 0.210819 root_mean_squared_error 0.001324 root_mean_squared_error 0.294029 root_mean_squared_error 0.172738 root_mean_squared_error 0.000827 root_relative_squared_error 0.022863 root_relative_squared_error 0.004756 root_relative_squared_error 0.351901 root_relative_squared_error 0.44436 root_relative_squared_error 0.000337 root_relative_squared_error 0.447214 root_relative_squared_error 0.002809 root_relative_squared_error 0.623729 root_relative_squared_error 0.366434 root_relative_squared_error 0.001755 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