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authorziejd22018-03-14 23:23:33 -0500
committerGitHub2018-03-14 23:23:33 -0500
commit1ff6baa44e22b91eefb48aea6f3befa078c0489b (patch)
treee0fd79d2e32fd2aedda2eadaed0f19af3514c520 /sourcecodes/bnt-master/BNT/examples/static/Models/mk_vstruct_bnet.m
parent6882395afdadf4e982b25b5215071a0932730950 (diff)
parentc80226899f5cdd9f11c163817d59445213f5bef0 (diff)
downloadBNW-1ff6baa44e22b91eefb48aea6f3befa078c0489b.tar.gz
Merge pull request #1 from ziejd2/octave_php_separate
Octave php separate
Diffstat (limited to 'sourcecodes/bnt-master/BNT/examples/static/Models/mk_vstruct_bnet.m')
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1 files changed, 16 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/BNT/examples/static/Models/mk_vstruct_bnet.m b/sourcecodes/bnt-master/BNT/examples/static/Models/mk_vstruct_bnet.m
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+++ b/sourcecodes/bnt-master/BNT/examples/static/Models/mk_vstruct_bnet.m
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+function oracle = mk_vstruct_bnet()
+% MK_VSTRUCT_BNET Make a simple V-structured 3-node noisy-AND Bayes net
+% oracle = mk_vstruct_bnet()
+
+N = 3;
+dag = zeros(N);
+A = 1; B = 2; C = 3;
+dag(A,C)=1;
+dag(B,C)=1;
+ns = 2*ones(1,N);
+
+oracle = mk_bnet(dag, ns);
+oracle.CPD{1} = tabular_CPD(oracle, 1, [0.5 0.5]);
+oracle.CPD{2} = tabular_CPD(oracle, 2, [0.5 0.5]);
+pnoise = 0.1; % degree of noise
+oracle.CPD{3} = boolean_CPD(oracle, 3, 'named', 'all', pnoise);