diff toolboxes/FullBNT-1.0.7/bnt/inference/static/@belprop_mrf2_inf_engine/find_mpe.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/toolboxes/FullBNT-1.0.7/bnt/inference/static/@belprop_mrf2_inf_engine/find_mpe.m	Tue Feb 10 15:05:51 2015 +0000
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+function mpe = find_mpe(engine, local_evidence)
+% FIND_MPE Find the most probable explanation of the data  
+% function mpe = find_mpe(engine, local_evidence
+%
+% local_evidence{i}(j) = Pr(observation at node i | S(i)=j)
+%
+% This finds the marginally most likely value for each hidden node.
+% It may give inconsistent results if there are ties.
+
+[mpe, niter] = bp_mpe_mrf2(engine.mrf2.adj_mat, engine.mrf2.pot, local_evidence, ...
+			   'max_iter', engine.max_iter, 'momentum', engine.momentum, ...
+			   'tol', engine.tol);