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semisupKernelPCA (version 0.1.5)

Kernel PCA projection, and semi-supervised variant.

Description

Functions to compute Gaussian and p-Gaussian kernels, include supervision in these kernels, and perform kernel PCA projections.

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Install

install.packages('semisupKernelPCA')

Monthly Downloads

36

Version

0.1.5

License

LGPL-3

Maintainer

Pierrick Bruneau

Last Published

March 11th, 2013

Functions in semisupKernelPCA (0.1.5)

del

Deletes from an object
add

Generic add method
del.linkinfo

Deletes links from the object
transformKernel

Transforms a Kernel matrix as specified by a linkinfo object
linkinfo-class

Class "linkinfo"
check.linkinfo

Checks the consistency of the object
length.linkinfo

returns dimension of parameterized linkinfo object
check

Generic method to check an object
computeProjectionFromKernel

computeProjectionFromKernel
computeKernel

computeKernel
transform.linkinfo

Transform the linkinfo object to their closures
linkinfo

Linking Information for Kernel Transformation
add.linkinfo

Add links to the object
distortions

distortions