Mercurial > hg > camir-aes2014
comparison toolboxes/FullBNT-1.0.7/bnt/examples/static/Models/mk_vstruct_bnet.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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-1:000000000000 | 0:e9a9cd732c1e |
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1 function oracle = mk_vstruct_bnet() | |
2 % MK_VSTRUCT_BNET Make a simple V-structured 3-node noisy-AND Bayes net | |
3 % oracle = mk_vstruct_bnet() | |
4 | |
5 N = 3; | |
6 dag = zeros(N); | |
7 A = 1; B = 2; C = 3; | |
8 dag(A,C)=1; | |
9 dag(B,C)=1; | |
10 ns = 2*ones(1,N); | |
11 | |
12 oracle = mk_bnet(dag, ns); | |
13 oracle.CPD{1} = tabular_CPD(oracle, 1, [0.5 0.5]); | |
14 oracle.CPD{2} = tabular_CPD(oracle, 2, [0.5 0.5]); | |
15 pnoise = 0.1; % degree of noise | |
16 oracle.CPD{3} = boolean_CPD(oracle, 3, 'named', 'all', pnoise); |