Mercurial > hg > camir-aes2014
comparison toolboxes/FullBNT-1.0.7/bnt/CPDs/@root_CPD/root_CPD.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 CPD = root_CPD(bnet, self, val) | |
2 % ROOT_CPD Make a conditional prob. distrib. which has no parameters. | |
3 % CPD = ROOT_CPD(BNET, NODE_NUM, VAL) | |
4 % | |
5 % The node must not have any parents and is assumed to always be observed. | |
6 % It is a way of modelling exogenous inputs to a model. | |
7 % VAL is the value to which the root is clamped (default: []) | |
8 | |
9 | |
10 if nargin==0 | |
11 % This occurs if we are trying to load an object from a file. | |
12 CPD = init_fields; | |
13 CPD = class(CPD, 'root_CPD', generic_CPD(1)); | |
14 return; | |
15 elseif isa(bnet, 'root_CPD') | |
16 % This might occur if we are copying an object. | |
17 CPD = bnet; | |
18 return; | |
19 end | |
20 CPD = init_fields; | |
21 | |
22 | |
23 if nargin < 3, val = []; end | |
24 | |
25 ns = bnet.node_sizes; | |
26 ps = parents(bnet.dag, self); | |
27 if ~isempty(ps) | |
28 error('root CPDs should have no parents') | |
29 end | |
30 | |
31 CPD.self = self; | |
32 CPD.val = val; | |
33 CPD.sizes = ns(self); | |
34 | |
35 clamped = 1; | |
36 CPD = class(CPD, 'root_CPD', generic_CPD(clamped)); | |
37 | |
38 | |
39 %%%%%%%%%%% | |
40 | |
41 function CPD = init_fields() | |
42 % This ensures we define the fields in the same order | |
43 % no matter whether we load an object from a file, | |
44 % or create it from scratch. (Matlab requires this.) | |
45 | |
46 CPD.self = []; | |
47 CPD.val = []; | |
48 CPD.sizes = []; |