365214 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 1172 weka.LibSVM(2) 1924 weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /Users/joa/Downloads/weka-3-7-12 -seed 1 S 0 1172 K 2 1172 D 3 1172 G 0.0 1172 R 0.0 1172 C 1.0 1172 N 0.5 1172 P 0.1 1172 M 40.0 1172 E 0.001 1172 model /Users/joa/Downloads/weka-3-7-12 1172 seed 1 1172 weka weka_3.7.12 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 1265031 description https://api.openml.org/data/download/1265031/weka_generated_run5873847464375614785.xml -1 1265034 model_readable https://api.openml.org/data/download/1265034/WekaModel_weka.classifiers.functions.LibSVM8384169495218238835.model -1 1265033 model_serialized https://api.openml.org/data/download/1265033/WekaSerialized_weka.classifiers.functions.LibSVM655171370108349034.model -1 1265032 predictions https://api.openml.org/data/download/1265032/weka_generated_predictions7943415822317153294.arff area_under_roc_curve 0.906124 [1,1,1,0.989899,1,1,1,0.900302,0.5,0.99095,1,0.964286,0.5,0.946154,0.833333,0.997738,1,1,0.5] average_cost 0 f_measure 0.802891 [1,1,1,0.931034,1,1,1,0.826667,0,0.666667,1,0.962963,0,0.740741,0.8,0.888889,1,1,0] kappa 0.816844 kb_relative_information_score 178.710879 mean_absolute_error 0.01731 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, 3.16.0-31-generic] precision 0.797988 [1,1,1,0.870968,1,1,1,0.815789,0,0.5,1,1,0,0.588235,1,0.8,1,1,0] predictive_accuracy 0.835556 prior_entropy 3.857248 recall 0.835556 [1,1,1,1,1,1,1,0.837838,0,1,1,0.928571,0,1,0.666667,1,1,1,0] relative_absolute_error 0.18063 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.131567 root_relative_squared_error 0.602251 scimark_benchmark 1325.846813 [815.065770478047, 974.6863985124262, 526.3440412149175, 1069.1027117058654, 3244.0351447999233] total_cost 0 usercpu_time_millis 390 usercpu_time_millis_testing 190 usercpu_time_millis_training 200 area_under_roc_curve 0.906124 [1,1,1,0.989899,1,1,1,0.900302,0.5,0.99095,1,0.964286,0.5,0.946154,0.833333,0.997738,1,1,0.5] average_cost 0 f_measure 0.802891 [1,1,1,0.931034,1,1,1,0.826667,0,0.666667,1,0.962963,0,0.740741,0.8,0.888889,1,1,0] kappa 0.816844 kb_relative_information_score 178.710879 mean_absolute_error 0.01731 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 0.797988 [1,1,1,0.870968,1,1,1,0.815789,0,0.5,1,1,0,0.588235,1,0.8,1,1,0] predictive_accuracy 0.835556 prior_entropy 3.857248 recall 0.835556 [1,1,1,1,1,1,1,0.837838,0,1,1,0.928571,0,1,0.666667,1,1,1,0] relative_absolute_error 0.18063 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.131567 root_relative_squared_error 0.602251 total_cost 0 usercpu_time_millis 170 usercpu_time_millis_testing 50 usercpu_time_millis_training 120