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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
  <head>
    <meta http-equiv="content-type" content="text/html;
      charset=ISO-8859-1">
    <title>KPCA</title>
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  <body>
    <h2>Kernel Principal Component Analysis<br>
    </h2>
    Kernelized version of Principal Component Analysis<br>
    More information on <a
      href="http://en.wikipedia.org/wiki/Kernel_principal_component_analysis">Wikipedia</a>.<br>
    <br>
    Kernel Parameters:<br>
    <ul>
      <li>Kernel Type:</li>
      <ul>
        <li>Polynomial: polynomial kernel</li>
        <li>RBF: radial basis function (gaussian) kernel</li>
      </ul>
      <li>Kernel Width: inverse variance for the kernel function,
        determines the radius of influence of each sample (RBF)</li>
      <li>Degree: degree of the polynomial (Poly)</li>
    </ul>
  </body>
</html>