function [y,s] = predictg(g,X0,alpha,b0)
fg = gfeat(g(:));    
s = b0;
for i=1:length(alpha)
  x_i = gfeat(X0(:,i));
  s = s + alpha(i)*fg(:)'*x_i(:);
end
y = sign(s);
return