annotate toolboxes/FullBNT-1.0.7/bnt/inference/static/@belprop_mrf2_inf_engine/find_mpe.m @ 0:e9a9cd732c1e
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first hg version after svn
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wolffd |
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Tue, 10 Feb 2015 15:05:51 +0000 |
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1 function mpe = find_mpe(engine, local_evidence)
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2 % FIND_MPE Find the most probable explanation of the data
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3 % function mpe = find_mpe(engine, local_evidence
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4 %
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5 % local_evidence{i}(j) = Pr(observation at node i | S(i)=j)
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6 %
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7 % This finds the marginally most likely value for each hidden node.
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8 % It may give inconsistent results if there are ties.
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9
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10 [mpe, niter] = bp_mpe_mrf2(engine.mrf2.adj_mat, engine.mrf2.pot, local_evidence, ...
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11 'max_iter', engine.max_iter, 'momentum', engine.momentum, ...
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12 'tol', engine.tol);
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