We develop a numerical technique that enables one to distinguish betwe
en those problems whose solution is D-finite and those which are not.
We show that the latter class includes the susceptibility of the Ising
model, and the self-avoiding walk and polygon generating function on
the square and hexagonal lattices. We show that the solution to these
problems can only be expressed in terms of functions with natural boun
daries