public static void Main() { modshogun.init_shogun_with_defaults(); int merges = 3; double[,] fm_train = Load.load_numbers("../data/fm_train_real.dat"); RealFeatures feats_train = new RealFeatures(fm_train); EuclideanDistance distance = new EuclideanDistance(feats_train, feats_train); Hierarchical hierarchical = new Hierarchical(merges, distance); hierarchical.train(); double[] out_distance = hierarchical.get_merge_distances(); int[,] out_cluster = hierarchical.get_cluster_pairs(); }
internal static ArrayList run(int para) { modshogun.init_shogun_with_defaults(); int merges = para; DoubleMatrix fm_train = Load.load_numbers("../data/fm_train_real.dat"); RealFeatures feats_train = new RealFeatures(fm_train); EuclidianDistance distance = new EuclidianDistance(feats_train, feats_train); Hierarchical hierarchical = new Hierarchical(merges, distance); hierarchical.train(); DoubleMatrix out_distance = hierarchical.get_merge_distances(); DoubleMatrix out_cluster = hierarchical.get_cluster_pairs(); ArrayList result = new ArrayList(); result.Add(hierarchical); result.Add(out_distance); result.Add(out_cluster); modshogun.exit_shogun(); return result; }