rdetools: Relevant Dimension Estimation (RDE) in Feature Spaces
Version 1.0

The package provides functions for estimating the relevant dimension of a data set in feature spaces, applications to model selection, graphical illustrations and prediction.

AuthorJan Saputra Mueller
Date of publication2012-10-29 08:59:34
MaintainerJan Saputra Mueller <saputra@cs.tu-berlin.de>
LicenseGPL-2
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rdetools")

Getting started

Package overview

Popular man pages

denoiselabels: Denoise labels
drawkpc: Draw kernel pca coefficients
estnoise: Estimate noise level
isregression: Estimate from labels whether this is a regression problem
kpr: Kernel projection regression
polykernel: Calculate polynomial kernel matrix
rbfkernel: Calculate RBF kernel matrix
See all...

All man pages Function index File listing

Man pages

denoiselabels: Denoise labels
distimage: Distance image
drawkpc: Draw kernel pca coefficients
estnoise: Estimate noise level
isregression: Estimate from labels whether this is a regression problem
kpr: Kernel projection regression
logspace: Logarithmically spaced sequence generation
modelimage: Model selection image
polykernel: Calculate polynomial kernel matrix
rbfkernel: Calculate RBF kernel matrix
rde: Relevant Dimension Estimation (RDE)
rde_loocv: Relevant Dimension Estimation (RDE) by Leave-One-Out...
rde_tcm: Relevant Dimension Estimation (RDE) by Fitting a...
rdetools-package: Relevant Dimension Estimation (RDE) in Feature Spaces
selectmodel: Model selection
sinc: Calculate sinc values
sincdata: Generate random sinc data

Functions

denoiselabels Man page
distimage Man page
drawkpc Man page
estnoise Man page
isregression Man page
kpr Man page
logspace Man page
modelimage Man page
polykernel Man page
rbfkernel Man page
rde Man page
rde_loocv Man page
rde_tcm Man page
rdetools Man page
rdetools-package Man page
selectmodel Man page
sinc Man page
sincdata Man page

Files

NAMESPACE
man
man/selectmodel.Rd
man/rdetools-package.Rd
man/logspace.Rd
man/kpr.Rd
man/rbfkernel.Rd
man/rde_loocv.Rd
man/denoiselabels.Rd
man/modelimage.Rd
man/sinc.Rd
man/isregression.Rd
man/estnoise.Rd
man/sincdata.Rd
man/rde.Rd
man/rde_tcm.Rd
man/distimage.Rd
man/polykernel.Rd
man/drawkpc.Rd
DESCRIPTION
MD5
R
R/rde_loocv.R
R/logspace.R
R/estnoise.R
R/sinc.R
R/sincdata.R
R/denoiselabels.R
R/rde.R
R/polykernel.R
R/modelimage.R
R/drawkpc.R
R/rde_tcm.R
R/rbfkernel.R
R/kpr.R
R/distimage.R
R/selectmodel.R
R/isregression.R
rdetools documentation built on May 19, 2017, 7:08 p.m.

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