static void Main(string[] argv)
{
modshogun.init_shogun_with_defaults();
int num = 1000;
double dist = 1.0;
double width = 2.1;
double C = 1.0;
DoubleMatrix offs =ones(2, num).mmul(dist);
DoubleMatrix x = randn(2, num).sub(offs);
DoubleMatrix y = randn(2, num).add(offs);
DoubleMatrix traindata_real = concatHorizontally(x, y);
DoubleMatrix o = ones(1,num);
DoubleMatrix trainlab = concatHorizontally(o.neg(), o);
DoubleMatrix testlab = concatHorizontally(o.neg(), o);
RealFeatures feats = new RealFeatures(traindata_real);
GaussianKernel kernel = new GaussianKernel(feats, feats, width);
Labels labels = new Labels(trainlab);
GMNPSVM svm = new GMNPSVM(C, kernel, labels);
feats.add_preprocessor(new NormOne());
feats.add_preprocessor(new LogPlusOne());
feats.set_preprocessed(1);
svm.train(feats);
SerializableAsciiFile fstream = new SerializableAsciiFile("blaah.asc", 'w');
//svm.save_serializable(fstream);
modshogun.exit_shogun();
}
internal static HandleRef getCPtr(SerializableAsciiFile obj)
{
return((obj == null) ? new HandleRef(null, IntPtr.Zero) : obj.swigCPtr);
}
internal static HandleRef getCPtr(SerializableAsciiFile obj) {
return (obj == null) ? new HandleRef(null, IntPtr.Zero) : obj.swigCPtr;
}
