public final class Benchmark
extends Object

Runs 10 iterations of 10-fold crossvalidation on the supplied arff file(s) using weka.classifiers.trees.RandomForest, and FastRandomForest, and prints accuracy, AUC (averaged over all classes) and computation time to stdout. As first command-line parameter, supply an arff file, a directory name, or a text file with list of arff datasets. As second command-line parameter, supply the number of trees in the forests. (-I parameter for the classifiers). As third command-line parameter, supply a comma separated list of number of threads to use, eg. "1,2,4". If ommited, default value is assumed (autodetect number of cores in machine).