?? prob_cpd.m
字號:
function p = prob_CPD(CPD, domain, ns, cnodes, evidence)
% PROB_CPD Compute prob of a node given evidence on the parents (discrete)
% p = prob_CPD(CPD, domain, ns, cnodes, evidence)
%
% domain is the domain of CPD.
% node_sizes(i) is the size of node i.
% cnodes = all the cts nodes
% evidence{i} is the evidence on the i'th node.
ps = domain(1:end-1);
self = domain(end);
CPT = CPD_to_CPT(CPD);
if isempty(ps)
T = CPT;
else
assert(~any(isemptycell(evidence(ps))));
pvals = cat(1, evidence{ps});
i = subv2ind(ns(ps), pvals(:)');
T = reshape(CPT, [prod(ns(ps)) ns(self)]);
T = T(i,:);
end
p = T(evidence{self});
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