182830 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 1077 weka.REPTree(9) 1847 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 weka weka_3.7.12 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 603215 description https://api.openml.org/data/download/603215/weka_generated_run1989388186099700639.xml -1 603218 model_readable https://api.openml.org/data/download/603218/WekaModel_weka.classifiers.trees.REPTree8894265902510140973.model -1 603217 model_serialized https://api.openml.org/data/download/603217/WekaSerialized_weka.classifiers.trees.REPTree7972034974910970745.model -1 603216 predictions https://api.openml.org/data/download/603216/weka_generated_predictions1554063751039994356.arff area_under_roc_curve 0.947769 [0.992009,1,1,0.994949,0.906602,0.979167,0.874625,0.933151,1,1,1,0.932972,0.964186,0.989231,0.858547,0.995475,0.996956,0.952915,0.714715] average_cost 0 f_measure 0.713286 [0.705882,1,1,0.870968,0.833333,0.333333,0,0.829268,1,1,1,0.785714,0.181818,0.811594,0.592593,0.666667,0,0.222222,0] kappa 0.7221 kb_relative_information_score 164.219108 mean_absolute_error 0.036288 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 0.737249 [0.545455,1,1,0.771429,0.833333,0.666667,0,0.755556,1,1,1,0.785714,1,0.717949,0.666667,1,0,0.142857,0] predictive_accuracy 0.751111 prior_entropy 3.857248 recall 0.751111 [1,1,1,1,0.833333,0.222222,0,0.918919,1,1,1,0.785714,0.1,0.933333,0.533333,0.5,0,0.5,0] relative_absolute_error 0.378662 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.134364 root_relative_squared_error 0.615053 scimark_benchmark 1319.904339 [843.8513372219932, 971.7372511738396, 513.7520606945812, 1032.8762370673426, 3237.304810915604] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10 area_under_roc_curve 0.947769 [0.992009,1,1,0.994949,0.906602,0.979167,0.874625,0.933151,1,1,1,0.932972,0.964186,0.989231,0.858547,0.995475,0.996956,0.952915,0.714715] average_cost 0 f_measure 0.713286 [0.705882,1,1,0.870968,0.833333,0.333333,0,0.829268,1,1,1,0.785714,0.181818,0.811594,0.592593,0.666667,0,0.222222,0] kappa 0.7221 kb_relative_information_score 164.219108 mean_absolute_error 0.036288 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 0.737249 [0.545455,1,1,0.771429,0.833333,0.666667,0,0.755556,1,1,1,0.785714,1,0.717949,0.666667,1,0,0.142857,0] predictive_accuracy 0.751111 prior_entropy 3.857248 recall 0.751111 [1,1,1,1,0.833333,0.222222,0,0.918919,1,1,1,0.785714,0.1,0.933333,0.533333,0.5,0,0.5,0] relative_absolute_error 0.378662 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.134364 root_relative_squared_error 0.615053 total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_training 10