July 27, 2011 14:27 · Jul 27, 2011
diff --git a/gistfile1.txt b/gistfile1.txt
@@ -0,0 +1,27 @@
+require 'narray'
+require 'modshogun'
+
+lm=LoadMatrix.new
+traindat = lm.load_numbers('../data/fm_train_real.dat')
+testdat = lm.load_numbers('../data/fm_test_real.dat')
+
+parameter_list=[[traindat,testdat, 1.3],[traindat,testdat, 1.4]]
+
+def kernel_gaussian_modular (fm_train_real=traindat,fm_test_real=testdat, width=1.3)
+
+	feats_train=Modshogun::RealFeatures(fm_train_real)
+	feats_test=Modshogun::RealFeatures(fm_test_real)
+
+	kernel=Modshogun::GaussianKernel(feats_train, feats_train, width)
+	km_train=kernel.get_kernel_matrix()
+
+	kernel.init(feats_train, feats_test)
+	km_test=kernel.get_kernel_matrix()
+	km_train km_test kernel
+end
+
+
+if __FILE__ == $0 then
+	print 'Gaussian'
+	kernel_gaussian_modular(*parameter_list[0])
+end