semisupKernelPCA: Kernel PCA projection, and semi-supervised variant.

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

Author
Pierrick Bruneau
Date of publication
2013-03-11 11:55:29
Maintainer
Pierrick Bruneau <pbruneau@gmail.com>
License
LGPL-3
Version
0.1.5

View on CRAN

Man pages

add
Generic add method
add.linkinfo
Add links to the object
check
Generic method to check an object
check.linkinfo
Checks the consistency of the object
computeKernel
computeKernel
computeProjectionFromKernel
computeProjectionFromKernel
del
Deletes from an object
del.linkinfo
Deletes links from the object
distortions
distortions
length.linkinfo
returns dimension of parameterized linkinfo object
linkinfo
Linking Information for Kernel Transformation
linkinfo-class
Class "linkinfo"
transformKernel
Transforms a Kernel matrix as specified by a linkinfo object
transform.linkinfo
Transform the linkinfo object to their closures

Files in this package

semisupKernelPCA
semisupKernelPCA/MD5
semisupKernelPCA/DESCRIPTION
semisupKernelPCA/NAMESPACE
semisupKernelPCA/R
semisupKernelPCA/R/functions.R
semisupKernelPCA/man
semisupKernelPCA/man/linkinfo.Rd
semisupKernelPCA/man/transformKernel.Rd
semisupKernelPCA/man/computeProjectionFromKernel.Rd
semisupKernelPCA/man/del.linkinfo.Rd
semisupKernelPCA/man/check.Rd
semisupKernelPCA/man/distortions.Rd
semisupKernelPCA/man/check.linkinfo.Rd
semisupKernelPCA/man/length.linkinfo.Rd
semisupKernelPCA/man/add.Rd
semisupKernelPCA/man/linkinfo-class.Rd
semisupKernelPCA/man/transform.linkinfo.Rd
semisupKernelPCA/man/add.linkinfo.Rd
semisupKernelPCA/man/computeKernel.Rd
semisupKernelPCA/man/del.Rd