1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
|
<!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>
</head>
<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>
|