discretization: Data preprocessing, discretization for classification.

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This package is a collection of supervised discretization algorithms. It can also be grouped in terms of top-down or bottom-up, implementing the discretization algorithms.

Author
HyunJi Kim
Date of publication
2012-10-29 08:58:35
Maintainer
HyunJi Kim <polaris7867@gmail.com>
License
GPL
Version
1.0-1

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Man pages

ameva
Auxiliary function for Ameva algorithm
cacc
Auxiliary function for CACC discretization algorithm
caim
Auxiliary function for caim discretization algorithm
chi2
Discretization using the Chi2 algorithm
chiM
Discretization using ChiMerge algorithm
chiSq
Auxiliary function for discretization using Chi-square...
cutIndex
Auxiliary function for the MDLP
cutPoints
Auxiliary function for the MDLP
discretization-package
Data preprocessing, discretization for classification.
disc.Topdown
Top-down discretization
ent
Auxiliary function for the MDLP
extendChi2
Discretization of Numeric Attributes using the Extended Chi2...
findBest
Auxiliary function for top-down discretization
incon
Computing the inconsistency rate for Chi2 discretization...
insert
Auxiliary function for Top-down discretization
LevCon
Auxiliary function for the Modified Chi2 discretization...
mdlp
Discretization using the Minimum Description Length...
mdlStop
Auxiliary function for performing discretization using MDLP
mergeCols
Auxiliary function for performing discretization using MDLP
modChi2
Discretization of Nemeric Attributes using the Modified Chi2...
mylog
Auxiliary function for performing discretization using MDLP
topdown
Auxiliary function for performing top-down discretization...
value
Auxiliary function for performing the ChiMerge discretization
Xi
Auxiliary function for performing the Extended Chi2...

Files in this package

discretization
discretization/NAMESPACE
discretization/man
discretization/man/mergeCols.Rd
discretization/man/cutIndex.Rd
discretization/man/findBest.Rd
discretization/man/mdlStop.Rd
discretization/man/ameva.Rd
discretization/man/insert.Rd
discretization/man/modChi2.Rd
discretization/man/cacc.Rd
discretization/man/caim.Rd
discretization/man/chi2.Rd
discretization/man/Xi.Rd
discretization/man/chiSq.Rd
discretization/man/discretization-package.Rd
discretization/man/cutPoints.Rd
discretization/man/chiM.Rd
discretization/man/LevCon.Rd
discretization/man/mylog.Rd
discretization/man/mdlp.Rd
discretization/man/topdown.Rd
discretization/man/extendChi2.Rd
discretization/man/incon.Rd
discretization/man/disc.Topdown.Rd
discretization/man/value.Rd
discretization/man/ent.Rd
discretization/DESCRIPTION
discretization/MD5
discretization/R
discretization/R/mdlp.R
discretization/R/mylog.R
discretization/R/cutIndex.R
discretization/R/insert.R
discretization/R/chiSq.R
discretization/R/mdlStop.R
discretization/R/findBest.R
discretization/R/cutPoints.R
discretization/R/value.R
discretization/R/chi2.R
discretization/R/incon.R
discretization/R/topdown.R
discretization/R/ameva.R
discretization/R/ent.R
discretization/R/Xi.R
discretization/R/LevCon.R
discretization/R/cacc.R
discretization/R/mergeCols.R
discretization/R/chiM.R
discretization/R/caim.R
discretization/R/modChi2.R
discretization/R/extendChi2.R
discretization/R/disc.Topdown.R