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📁 高斯混合模型算法

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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"><!--Converted with LaTeX2HTML 2002-2-1 (1.70)original version by:  Nikos Drakos, CBLU, University of Leeds* revised and updated by:  Marcus Hennecke, Ross Moore, Herb Swan* with significant contributions from:  Jens Lippmann, Marek Rouchal, Martin Wilck and others --><HTML><HEAD><TITLE>Footnotes</TITLE><META NAME="description" CONTENT="Footnotes"><META NAME="keywords" CONTENT="Gaussian"><META NAME="resource-type" CONTENT="document"><META NAME="distribution" CONTENT="global"><META NAME="Generator" CONTENT="LaTeX2HTML v2002-2-1"><META HTTP-EQUIV="Content-Style-Type" CONTENT="text/css"><LINK REL="STYLESHEET" HREF="../../ci.css"></HEAD><BODY  bgcolor="#ffffff"><DL><DT><A NAME="foot353">... /y/</A><A HREF="node2.html#tex2html4"><SUP><SPAN CLASS="arabic">1</SPAN></SUP></A></DT><DD>/y/ is the phonetic symbol for
  ``&#252;''<PRE>..............................</PRE></DD><DT><A NAME="foot764">...equi-probable</A><A HREF="node2.html#tex2html5"><SUP><SPAN CLASS="arabic">2</SPAN></SUP></A></DT><DD>Note, that - also for not equi-probable
  features - finding the most probable class <SPAN CLASS="MATH"><IMG WIDTH="16" HEIGHT="25" ALIGN="MIDDLE" BORDER="0" SRC="img91.gif" ALT="$ q_k$"></SPAN> according to
  eq.&nbsp;<A HREF="node2.html#eq:decision-rule">4</A> does not depend on the denominator
  <!-- MATH $p(X|\ensuremath\boldsymbol{\Theta})$ --><SPAN CLASS="MATH"><IMG WIDTH="50" HEIGHT="28" ALIGN="MIDDLE" BORDER="0" SRC="img111.gif" ALT="$ p(X\vert\ensuremath\boldsymbol{\Theta})$"></SPAN>, since <!-- MATH $p(X|\ensuremath\boldsymbol{\Theta})$ --><SPAN CLASS="MATH"><IMG WIDTH="50" HEIGHT="28" ALIGN="MIDDLE" BORDER="0" SRC="img111.gif" ALT="$ p(X\vert\ensuremath\boldsymbol{\Theta})$"></SPAN> is independent of <SPAN CLASS="MATH"><IMG WIDTH="16" HEIGHT="25" ALIGN="MIDDLE" BORDER="0" SRC="img91.gif" ALT="$ q_k$"></SPAN>!<PRE>..............................</PRE></DD></DL></BODY></HTML>

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