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author Daniel Wolff
date Fri, 19 Aug 2016 13:07:06 +0200
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Daniel@0 1 <html>
Daniel@0 2 <head>
Daniel@0 3 <title>
Daniel@0 4 Netlab Reference Manual mdnpost
Daniel@0 5 </title>
Daniel@0 6 </head>
Daniel@0 7 <body>
Daniel@0 8 <H1> mdnpost
Daniel@0 9 </H1>
Daniel@0 10 <h2>
Daniel@0 11 Purpose
Daniel@0 12 </h2>
Daniel@0 13 Computes the posterior probability for each MDN mixture component.
Daniel@0 14
Daniel@0 15 <p><h2>
Daniel@0 16 Synopsis
Daniel@0 17 </h2>
Daniel@0 18 <PRE>
Daniel@0 19 post = mdnpost(mixparams, t)
Daniel@0 20 [post, a] = mdnpost(mixparams, t)
Daniel@0 21 </PRE>
Daniel@0 22
Daniel@0 23
Daniel@0 24 <p><h2>
Daniel@0 25 Description
Daniel@0 26 </h2>
Daniel@0 27 <CODE>post = mdnpost(mixparams, t)</CODE> computes the posterior
Daniel@0 28 probability <CODE>p(j|t)</CODE> of each
Daniel@0 29 data vector in <CODE>t</CODE> under the Gaussian mixture model represented by the
Daniel@0 30 corresponding entries in <CODE>mixparams</CODE>. Each row of <CODE>t</CODE> represents a
Daniel@0 31 single vector.
Daniel@0 32
Daniel@0 33 <p><CODE>[post, a] = mdnpost(mixparams, t)</CODE> also computes the activations
Daniel@0 34 <CODE>a</CODE> (i.e. the probability <CODE>p(t|j)</CODE> of the data conditioned on
Daniel@0 35 each component density) for a Gaussian mixture model.
Daniel@0 36
Daniel@0 37 <p><h2>
Daniel@0 38 See Also
Daniel@0 39 </h2>
Daniel@0 40 <CODE><a href="mdngrad.htm">mdngrad</a></CODE>, <CODE><a href="mdnprob.htm">mdnprob</a></CODE><hr>
Daniel@0 41 <b>Pages:</b>
Daniel@0 42 <a href="index.htm">Index</a>
Daniel@0 43 <hr>
Daniel@0 44 <p>Copyright (c) Ian T Nabney (1996-9)
Daniel@0 45 <p>David J Evans (1998)
Daniel@0 46
Daniel@0 47 </body>
Daniel@0 48 </html>