rbfkernel-class

polykernel-class

vanillakernel-class

tanhkernel-class

anovakernel-class

besselkernel-class

laplacekernel-class

splinekernel-class

stringkernel-class

fourierkernel-class

kfunction-class

kernel-class

kpar,kernel-method

The built-in kernel classes in <pkg>kernlab</pkg>

classes

Kernel-based machine learning methods for classification, regression, 
             clustering, novelty detection, quantile regression and dimensionality reduction. 
             Among other methods kernlab includes Support Vector Machines, 
             Spectral Clustering, Kernel PCA and a QP solver.

Alexandros Karatzoglou

kernlab

Kernel Methods Lab

kernel-class function

Objects can be created by calls of the form <code>new("rbfkernel")</code>,
<code>new{"polykernel"}</code>, <code>new{"tanhkernel"}</code>,
<code>new{"vanillakernel"}</code>, <code>new{"anovakernel"}</code>,
<code>new{"besselkernel"}</code>, <code>new{"laplacekernel"}</code>,
<code>new{"splinekernel"}</code>, <code>new{"stringkernel"}</code><p></p><p>or by calling the <code>rbfdot</code>, <code>polydot</code>, <code>tanhdot</code>,
<code>vanilladot</code>, <code>anovadot</code>, <code>besseldot</code>, <code>laplacedot</code>,
<code>splinedot</code>, <code>stringdot</code> functions etc..</p>

Objects from the Class

Class <code>"kernel"</code>, directly.
Class <code>"function"</code>, by class <code>"kernel"</code>.

Extends

Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"

kernel-class: Class "kernel" "rbfkernel" "polykernel", "tanhkernel", "vanillakernel"

Description

Arguments

Objects from the Class

Extends

See Also

Examples