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| author | ziejd2 | 2018-03-14 23:23:33 -0500 |
|---|---|---|
| committer | GitHub | 2018-03-14 23:23:33 -0500 |
| commit | 1ff6baa44e22b91eefb48aea6f3befa078c0489b (patch) | |
| tree | e0fd79d2e32fd2aedda2eadaed0f19af3514c520 /sourcecodes/bnt-master/SLP/examples/test_bnpc.m | |
| parent | 6882395afdadf4e982b25b5215071a0932730950 (diff) | |
| parent | c80226899f5cdd9f11c163817d59445213f5bef0 (diff) | |
| download | BNW-1ff6baa44e22b91eefb48aea6f3befa078c0489b.tar.gz | |
Merge pull request #1 from ziejd2/octave_php_separate
Octave php separate
Diffstat (limited to 'sourcecodes/bnt-master/SLP/examples/test_bnpc.m')
| -rw-r--r-- | sourcecodes/bnt-master/SLP/examples/test_bnpc.m | 51 |
1 files changed, 51 insertions, 0 deletions
diff --git a/sourcecodes/bnt-master/SLP/examples/test_bnpc.m b/sourcecodes/bnt-master/SLP/examples/test_bnpc.m new file mode 100644 index 00000000..85a21db3 --- /dev/null +++ b/sourcecodes/bnt-master/SLP/examples/test_bnpc.m @@ -0,0 +1,51 @@ +close all +clear all + +N=5; +names={'A','B','C','D','E'}; +dag=zeros(N); +dag(1,2)=1; +dag(2,[3 4])=1; +dag([3 4],5)=1; +[xx yy] = draw_graph(dag,names,ones(N,1)); +title('Cheng example.'); + +node_sizes=2*ones(1,N); +bnet=mk_bnet(dag,node_sizes); + +if 1 + disp('Generating DataSet'); + bnet.CPD{1} = tabular_CPD(bnet, 1, [0.4 0.6]); + bnet.CPD{2} = tabular_CPD(bnet, 2, [0.2 0.3 0.8 0.7]); + bnet.CPD{3} = tabular_CPD(bnet, 3, [0.1 0.2 0.9 0.8]); + bnet.CPD{4} = tabular_CPD(bnet, 4, [0.6 0.8 0.4 0.2]); + bnet.CPD{5} = tabular_CPD(bnet, 5, [0.9 0.8 0.7 0.6 0.1 0.2 0.3 0.4]); + m=10000; + cheng = cell(N,m); + for i=1:m + cheng(:,i)=sample_bnet(bnet); + end + cheng = cell2num(cheng); + %save -ascii cheng cheng +else + load -ascii cheng.mat +end + +% profile clear +% profile on + [Phase_3, Phase_2, Phase_1, UPhase_3] = learn_struct_bnpc(cheng, node_sizes, 0.05, 0) +% profile off +% profile report report_cheng + +figure +draw_graph(Phase_1,names,ones(N,1),xx,yy); +title('PhaseI'); +figure +draw_graph(Phase_2,names,ones(N,1),xx,yy); +title('PhaseII'); +%figure +%draw_graph(UPhase_3,names,ones(N,1),xx,yy); +%title('undirected PhaseIII'); +figure +draw_graph(Phase_3,names,ones(N,1),xx,yy); +title('PhaseIII'); |
