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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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<html> <head> <title> Netlab Reference Manual demgmm1 </title> </head> <body> <H1> demgmm1 </H1> <h2> Purpose </h2> Demonstrate EM for Gaussian mixtures. <p><h2> Synopsis </h2> <PRE> demgmm1</PRE> <p><h2> Description </h2> This script demonstrates the use of the EM algorithm to fit a mixture of Gaussians to a set of data using maximum likelihood. A colour coding scheme is used to illustrate the evaluation of the posterior probabilities in the E-step of the EM algorithm. <p><h2> See Also </h2> <CODE><a href="demgmm2.htm">demgmm2</a></CODE>, <CODE><a href="demgmm3.htm">demgmm3</a></CODE>, <CODE><a href="demgmm4.htm">demgmm4</a></CODE>, <CODE><a href="gmm.htm">gmm</a></CODE>, <CODE><a href="gmmem.htm">gmmem</a></CODE>, <CODE><a href="gmmpost.htm">gmmpost</a></CODE><hr> <b>Pages:</b> <a href="index.htm">Index</a> <hr> <p>Copyright (c) Ian T Nabney (1996-9) </body> </html>