86205 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 534 weka.Bagging_SMO_PolyKernel(2) 826 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 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 10 534 P 100 534 S 1 534 W weka.classifiers.functions.SMO 534 num-slots 1 534 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 258645 description https://api.openml.org/data/download/258645/weka_generated_run1339838746768029022.xml -1 258648 model_readable https://api.openml.org/data/download/258648/WekaModel_weka.classifiers.meta.Bagging770577591514638798.model -1 258647 model_serialized https://api.openml.org/data/download/258647/WekaSerialized_weka.classifiers.meta.Bagging2306987085178516148.model -1 258646 predictions https://api.openml.org/data/download/258646/weka_generated_predictions6585767028592183809.arff area_under_roc_curve 0.991241 [1,1,1,1,1,1,1,0.980449,1,1,1,1,0.993721,0.98547,0.975043,1,1,1,1] average_cost 0 build_cpu_time 6.381 build_memory 1173388400 f_measure 0.885531 [1,1,1,0.981818,1,1,1,0.857143,1,1,1,0.962963,0.166667,0.875,0.754098,1,1,1,1] kappa 0.886468 kb_relative_information_score 39.020273 mean_absolute_error 0.094266 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.886776 [1,1,1,0.964286,1,1,1,0.825,1,1,1,1,0.5,0.823529,0.741935,1,1,1,1] predictive_accuracy 0.897778 prior_entropy 3.857248 recall 0.897778 [1,1,1,1,1,1,1,0.891892,1,1,1,0.928571,0.1,0.933333,0.766667,1,1,1,1] relative_absolute_error 0.983671 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.21302 root_relative_squared_error 0.975102 scimark_benchmark 894.20991 [501.9397662931529, 951.5827872222269, 448.70111471594475, 836.7188273793116, 1732.1070551132834] total_cost 0 area_under_roc_curve 0.991241 [1,1,1,1,1,1,1,0.980449,1,1,1,1,0.993721,0.98547,0.975043,1,1,1,1] average_cost 0 build_cpu_time 6.381 build_memory 1173388400 f_measure 0.885531 [1,1,1,0.981818,1,1,1,0.857143,1,1,1,0.962963,0.166667,0.875,0.754098,1,1,1,1] kappa 0.886468 kb_relative_information_score 39.020273 mean_absolute_error 0.094266 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] precision 0.886776 [1,1,1,0.964286,1,1,1,0.825,1,1,1,1,0.5,0.823529,0.741935,1,1,1,1] predictive_accuracy 0.897778 prior_entropy 3.857248 recall 0.897778 [1,1,1,1,1,1,1,0.891892,1,1,1,0.928571,0.1,0.933333,0.766667,1,1,1,1] relative_absolute_error 0.983671 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.21302 root_relative_squared_error 0.975102 total_cost 0