215573 1 Jan van Rijn 271 Supervised Classification predictive_accuracy 1191 weka.LogitBoost_DecisionStump(3) 2044 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 80 -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 80 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 719510 description https://api.openml.org/data/download/719510/weka_generated_run3279495720350843540.xml -1 719513 model_readable https://api.openml.org/data/download/719513/WekaModel_weka.classifiers.meta.LogitBoost4644362131216229855.model -1 719512 model_serialized https://api.openml.org/data/download/719512/WekaSerialized_weka.classifiers.meta.LogitBoost4330075285111296081.model -1 719511 predictions https://api.openml.org/data/download/719511/weka_generated_predictions3483372989563395498.arff area_under_roc_curve 0.993847 [1,1,1,1,1,1,1,0.997844,1,1,1,1,0.999535,0.979145,0.977521,1,1,1,1] average_cost 0 f_measure 0.924954 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.888889,0.774194,0.766667,1,1,1,1] kappa 0.916368 kb_relative_information_score 206.937719 mean_absolute_error 0.007848 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 0.926667 [1,1,1,1,1,1,1,0.945946,1,1,1,1,1,0.75,0.766667,1,1,1,1] predictive_accuracy 0.924444 prior_entropy 3.857248 recall 0.924444 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.8,0.8,0.766667,1,1,1,1] relative_absolute_error 0.081889 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.081662 root_relative_squared_error 0.373808 scimark_benchmark 1384.441824 [817.7406114508616, 976.1676952090706, 534.9983621192351, 1110.3091623177072, 3482.993288369838] total_cost 0 usercpu_time_millis 1040 usercpu_time_millis_testing 0 usercpu_time_millis_training 1040 area_under_roc_curve 0.993847 [1,1,1,1,1,1,1,0.997844,1,1,1,1,0.999535,0.979145,0.977521,1,1,1,1] average_cost 0 f_measure 0.924954 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.888889,0.774194,0.766667,1,1,1,1] kappa 0.916368 kb_relative_information_score 206.937719 mean_absolute_error 0.007848 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 0.926667 [1,1,1,1,1,1,1,0.945946,1,1,1,1,1,0.75,0.766667,1,1,1,1] predictive_accuracy 0.924444 prior_entropy 3.857248 recall 0.924444 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.8,0.8,0.766667,1,1,1,1] relative_absolute_error 0.081889 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.081662 root_relative_squared_error 0.373808 total_cost 0 usercpu_time_millis 770 usercpu_time_millis_testing 0 usercpu_time_millis_training 770