loopy_converged.m

bayes net tool how to use the bayes net toolbox

function niter = loopy_converged(engine)
% LOOPY_CONVERGED Did loopy belief propagation converge? 0 means no, eles we return the num. iterations.
% function niter = loopy_converged(engine)
%
% We use a simple heuristic: we say convergence occurred if the number of iterations
% used was less than the maximum allowed.

if engine.niter == engine.max_iter
  niter = 0;
else
  niter = engine.niter;
end
%conv = (strcmp(engine.protocol, 'tree') | (engine.niter < engine.max_iter));