annotate toolboxes/FullBNT-1.0.7/bnt/examples/static/Models/mk_vstruct_bnet.m @ 0:cc4b1211e677
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646 (e263d8a21543) added further path and more save "camirversion.m"
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Daniel Wolff |
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Fri, 19 Aug 2016 13:07:06 +0200 |
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1 function oracle = mk_vstruct_bnet()
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2 % MK_VSTRUCT_BNET Make a simple V-structured 3-node noisy-AND Bayes net
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3 % oracle = mk_vstruct_bnet()
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4
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5 N = 3;
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6 dag = zeros(N);
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7 A = 1; B = 2; C = 3;
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8 dag(A,C)=1;
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9 dag(B,C)=1;
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10 ns = 2*ones(1,N);
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11
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12 oracle = mk_bnet(dag, ns);
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13 oracle.CPD{1} = tabular_CPD(oracle, 1, [0.5 0.5]);
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14 oracle.CPD{2} = tabular_CPD(oracle, 2, [0.5 0.5]);
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15 pnoise = 0.1; % degree of noise
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16 oracle.CPD{3} = boolean_CPD(oracle, 3, 'named', 'all', pnoise);
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