273402 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 1194 weka.RandomSubSpace_REPTree(4) 2053 weka.classifiers.meta.RandomSubSpace -- -P 0.5 -S 1 -num-slots 1 -I 20 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1077 V 0.001 1077 N 3 1077 S 1 1077 L -1 1077 I 0.0 1077 P 0.5 1194 S 1 1194 num-slots 1 1194 I 20 1194 W weka.classifiers.trees.REPTree 1194 weka weka_3.7.12 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 915959 description https://api.openml.org/data/download/915959/weka_generated_run5291629603871699848.xml -1 915962 model_readable https://api.openml.org/data/download/915962/WekaModel_weka.classifiers.meta.RandomSubSpace4183132778817948173.model -1 915961 model_serialized https://api.openml.org/data/download/915961/WekaSerialized_weka.classifiers.meta.RandomSubSpace8221802105893194819.model -1 915960 predictions https://api.openml.org/data/download/915960/weka_generated_predictions6164281257089749828.arff area_under_roc_curve 0.995254 [1,1,1,1,1,1,1,0.99425,1,1,1,1,0.978605,0.994957,0.984872,1,1,0.986547,0.996997] average_cost 0 f_measure 0.859038 [1,1,1,0.931034,1,1,0.8,0.875,1,1,1,0.928571,0.181818,0.861538,0.745763,1,1,0.666667,0] kappa 0.866278 kb_relative_information_score 170.808988 mean_absolute_error 0.040826 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 0.877293 [1,1,1,0.870968,1,1,1,0.813953,1,1,1,0.928571,1,0.8,0.758621,1,1,1,0] predictive_accuracy 0.88 prior_entropy 3.857248 recall 0.88 [1,1,1,1,1,1,0.666667,0.945946,1,1,1,0.928571,0.1,0.933333,0.733333,1,1,0.5,0] relative_absolute_error 0.426021 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.113717 root_relative_squared_error 0.52054 scimark_benchmark 1314.038281 [812.0300923888153, 962.9959835078248, 525.3140269530228, 1069.53887046995, 3200.3124303651975] total_cost 0 usercpu_time_millis 150 usercpu_time_millis_testing 10 usercpu_time_millis_training 140 area_under_roc_curve 0.995254 [1,1,1,1,1,1,1,0.99425,1,1,1,1,0.978605,0.994957,0.984872,1,1,0.986547,0.996997] average_cost 0 f_measure 0.859038 [1,1,1,0.931034,1,1,0.8,0.875,1,1,1,0.928571,0.181818,0.861538,0.745763,1,1,0.666667,0] kappa 0.866278 kb_relative_information_score 170.808988 mean_absolute_error 0.040826 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 0.877293 [1,1,1,0.870968,1,1,1,0.813953,1,1,1,0.928571,1,0.8,0.758621,1,1,1,0] predictive_accuracy 0.88 prior_entropy 3.857248 recall 0.88 [1,1,1,1,1,1,0.666667,0.945946,1,1,1,0.928571,0.1,0.933333,0.733333,1,1,0.5,0] relative_absolute_error 0.426021 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.113717 root_relative_squared_error 0.52054 total_cost 0 usercpu_time_millis 80 usercpu_time_millis_testing 0 usercpu_time_millis_training 80