public static void Main()
{
modshogun.init_shogun_with_defaults();
double width = 2.0;
double threshold = 0.05;
double[,] data = Load.load_numbers("../data/fm_train_real.dat");
RealFeatures features = new RealFeatures(data);
GaussianKernel kernel = new GaussianKernel(features, features, width);
KernelPCA preprocessor = new KernelPCA(kernel);
preprocessor.init(features);
preprocessor.apply_to_feature_matrix(features);
}
public static void Main()
{
modshogun.init_shogun_with_defaults();
double width = 2.0;
double threshold = 0.05;
double[,] data = Load.load_numbers("../data/fm_train_real.dat");
RealFeatures features = new RealFeatures(data);
GaussianKernel kernel = new GaussianKernel(features, features, width);
KernelPCA preprocessor = new KernelPCA(kernel);
preprocessor.init(features);
preprocessor.apply_to_feature_matrix(features);
}