init_shogun;

C=1;
dim=7;

lab=sign(2*rand(1,dim) - 1);
data=rand(dim, dim);
symdata=data+data';

% custom
disp('Custom')

dim=7
data=rand(dim, dim);
symdata=data+data';
%lowertriangle=array([symdata[(x,y)] for x in xrange(symdata.shape[1]);
%	for y in xrange(symdata.shape[0]) if y<=x]);
%
kernel=CustomKernel();

%kernel.set_triangle_kernel_matrix_from_triangle(lowertriangle);
%km_triangletriangle=kernel.get_kernel_matrix();
%
kernel.set_triangle_kernel_matrix_from_full(symdata);
km_fulltriangle=kernel.get_kernel_matrix();
%
kernel.set_full_kernel_matrix_from_full(data);
km_fullfull=kernel.get_kernel_matrix();

