marginal_nodes.m

来自「贝叶斯网络的matlab实现。可以创建贝叶斯网络、训练模型」· M 代码 · 共 26 行

function marginal = marginal_nodes(engine, nodes, t)
% MARGINAL_NODES Compute the marginal on the specified query nodes (kalman)
% marginal = marginal_nodes(engine, nodes, t)
%
% 't' specifies the time slice of the earliest node in 'nodes'.
% 'nodes' cannot span more than 2 time slices.
%
% Example:
% Consider a DBN with 2 nodes per slice.
% Then t=2, nodes=[1 3] refers to node 1 in slice 2 and node 1 in slice 3,
% i.e., nodes 3 and 5 in the unrolled network,

if nargin < 3, t = 1; end

bnet = bnet_from_engine(engine);
ss = length(bnet.intra);
if all(nodes <= ss)
  bigpot = engine.one_slice_marginal{t};
else
  bigpot = engine.two_slice_marginal{t};
end

nodes = nodes + (t-1)*ss;
pot = marginalize_pot(bigpot, nodes);
marginal = pot_to_marginal(pot);