comparison toolboxes/FullBNT-1.0.7/bnt/potentials/determine_pot_type.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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-1:000000000000 0:e9a9cd732c1e
1 function pot_type = determine_pot_type(model, onodes, nodes)
2 % DETERMINE_POT_TYPE Determine the type of potential based on the evidence pattern.
3 % pot_type = determine_pot_type(model, onodes, nodes)
4 %
5 % If there are any utility nodes, pot_type = 'u'
6 % else
7 % If all hidden nodes are discrete, pot_type = 'd'.
8 % If all hidden nodes are continuous, pot_type = 'g' (Gaussian).
9 % If some hidden nodes are discrete, and some cts, pot_type = 'cg' (conditional Gaussian).
10 %
11 % nodes defaults to all nodes in graph
12
13 nnodes = length(model.node_sizes);
14 if nargin < 3, nodes = 1:nnodes; end
15
16 hnodes = mysetdiff(nodes, onodes);
17 if isfield(model, 'limid') %~isempty(model.utility_nodes)
18 pot_type = 'u';
19 elseif isempty(myintersect(model.cnodes, hnodes))
20 pot_type = 'd';
21 elseif mysubset(hnodes, model.cnodes)
22 pot_type = 'g';
23 else
24 pot_type = 'cg';
25 end