annotate toolboxes/FullBNT-1.0.7/netlab3.3/gtmlmean.m @ 0:cc4b1211e677 tip

initial commit to HG from Changeset: 646 (e263d8a21543) added further path and more save "camirversion.m"
author Daniel Wolff
date Fri, 19 Aug 2016 13:07:06 +0200
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Daniel@0 1 function means = gtmlmean(net, data)
Daniel@0 2 %GTMLMEAN Mean responsibility for data in a GTM.
Daniel@0 3 %
Daniel@0 4 % Description
Daniel@0 5 % MEANS = GTMLMEAN(NET, DATA) takes a GTM structure NET, and computes
Daniel@0 6 % the means of the responsibility distributions for each data point in
Daniel@0 7 % DATA.
Daniel@0 8 %
Daniel@0 9 % See also
Daniel@0 10 % GTM, GTMPOST, GTMLMODE
Daniel@0 11 %
Daniel@0 12
Daniel@0 13 % Copyright (c) Ian T Nabney (1996-2001)
Daniel@0 14
Daniel@0 15 % Check for consistency
Daniel@0 16 errstring = consist(net, 'gtm', data);
Daniel@0 17 if ~isempty(errstring)
Daniel@0 18 error(errstring);
Daniel@0 19 end
Daniel@0 20
Daniel@0 21 R = gtmpost(net, data);
Daniel@0 22 means = R*net.X;