102662 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 389 weka.IBk(2) 603 weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" A true 389 K 1 389 W 0 389 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 305740 description https://api.openml.org/data/download/305740/weka_generated_run6458205660730409410.xml -1 305743 model_readable https://api.openml.org/data/download/305743/WekaModel_weka.classifiers.lazy.IBk5018774080587001137.model -1 305742 model_serialized https://api.openml.org/data/download/305742/WekaSerialized_weka.classifiers.lazy.IBk2820690386606821909.model -1 305741 predictions https://api.openml.org/data/download/305741/weka_generated_predictions5571302506675498530.arff area_under_roc_curve 0.965506 [1,1,1,1,1,1,1,0.972326,1,1,1,1,0.696279,0.965128,0.911538,1,1,1,1] average_cost 0 build_cpu_time 0 build_memory 43248736 f_measure 0.896984 [1,1,1,1,1,1,1,0.886076,1,1,1,1,0.333333,0.818182,0.77193,1,1,1,1] kappa 0.896338 kb_relative_information_score 197.651802 mean_absolute_error 0.013931 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 [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.914568 [1,1,1,1,1,1,1,0.833333,1,1,1,1,1,0.75,0.814815,1,1,1,1] predictive_accuracy 0.906667 prior_entropy 3.857248 recall 0.906667 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.2,0.9,0.733333,1,1,1,1] relative_absolute_error 0.14537 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.092665 root_relative_squared_error 0.424174 scimark_benchmark 906.631042 [556.3766013735313, 866.8263450351592, 483.88543266528814, 895.6064089519617, 1730.4604232226736] total_cost 0 area_under_roc_curve 0.965506 [1,1,1,1,1,1,1,0.972326,1,1,1,1,0.696279,0.965128,0.911538,1,1,1,1] average_cost 0 build_cpu_time 0 build_memory 43248736 f_measure 0.896984 [1,1,1,1,1,1,1,0.886076,1,1,1,1,0.333333,0.818182,0.77193,1,1,1,1] kappa 0.896338 kb_relative_information_score 197.651802 mean_absolute_error 0.013931 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 0.914568 [1,1,1,1,1,1,1,0.833333,1,1,1,1,1,0.75,0.814815,1,1,1,1] predictive_accuracy 0.906667 prior_entropy 3.857248 recall 0.906667 [1,1,1,1,1,1,1,0.945946,1,1,1,1,0.2,0.9,0.733333,1,1,1,1] relative_absolute_error 0.14537 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.092665 root_relative_squared_error 0.424174 total_cost 0