function means = gtmlmean(net, data) %GTMLMEAN Mean responsibility for data in a GTM. % % Description % MEANS = GTMLMEAN(NET, DATA) takes a GTM structure NET, and computes % the means of the responsibility distributions for each data point in % DATA. % % See also % GTM, GTMPOST, GTMLMODE % % Copyright (c) Ian T Nabney (1996-2001) % Check for consistency errstring = consist(net, 'gtm', data); if ~isempty(errstring) error(errstring); end R = gtmpost(net, data); means = R*net.X;