256143 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 1191 weka.LogitBoost_DecisionStump(3) 2042 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 20 -W weka.classifiers.trees.DecisionStump P 100 1191 L -1.7976931348623157E308 1191 H 1.0 1191 Z 3.0 1191 O 1 1191 E 1 1191 S 1 1191 I 20 1191 W weka.classifiers.trees.DecisionStump 1191 weka weka_3.7.12 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 856230 description https://api.openml.org/data/download/856230/weka_generated_run7585506663266984066.xml -1 856233 model_readable https://api.openml.org/data/download/856233/WekaModel_weka.classifiers.meta.LogitBoost4282097160673127520.model -1 856232 model_serialized https://api.openml.org/data/download/856232/WekaSerialized_weka.classifiers.meta.LogitBoost912319058460173189.model -1 856231 predictions https://api.openml.org/data/download/856231/weka_generated_predictions7577130337466450826.arff area_under_roc_curve 0.994972 [1,1,1,1,1,1,1,0.9977,1,1,1,1,1,0.984444,0.980684,1,1,1,1] average_cost 0 f_measure 0.922965 [1,1,1,1,1,1,1,0.923077,1,1,1,1,0.75,0.813559,0.786885,1,1,1,1] kappa 0.916243 kb_relative_information_score 207.906264 mean_absolute_error 0.009017 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 [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.92685 [1,1,1,1,1,1,1,0.878049,1,1,1,1,1,0.827586,0.774194,1,1,1,1] predictive_accuracy 0.924444 prior_entropy 3.857248 recall 0.924444 [1,1,1,1,1,1,1,0.972973,1,1,1,1,0.6,0.8,0.8,1,1,1,1] relative_absolute_error 0.094088 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.072488 root_relative_squared_error 0.331814 scimark_benchmark 1311.183661 [790.32198750939, 962.7554323758649, 543.5291474252327, 1107.0271242196145, 3152.2846134678807] total_cost 0 usercpu_time_millis 280 usercpu_time_millis_testing 0 usercpu_time_millis_training 280 area_under_roc_curve 0.994972 [1,1,1,1,1,1,1,0.9977,1,1,1,1,1,0.984444,0.980684,1,1,1,1] average_cost 0 f_measure 0.922965 [1,1,1,1,1,1,1,0.923077,1,1,1,1,0.75,0.813559,0.786885,1,1,1,1] kappa 0.916243 kb_relative_information_score 207.906264 mean_absolute_error 0.009017 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 0.92685 [1,1,1,1,1,1,1,0.878049,1,1,1,1,1,0.827586,0.774194,1,1,1,1] predictive_accuracy 0.924444 prior_entropy 3.857248 recall 0.924444 [1,1,1,1,1,1,1,0.972973,1,1,1,1,0.6,0.8,0.8,1,1,1,1] relative_absolute_error 0.094088 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.072488 root_relative_squared_error 0.331814 total_cost 0 usercpu_time_millis 210 usercpu_time_millis_testing 0 usercpu_time_millis_training 210