Data preprocessing, discretization for classification.


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Documentation for package ‘discretization’ version 1.0-1

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discretization-package Data preprocessing, discretization for classification.
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 statistic
cutIndex Auxiliary function for the MDLP
cutPoints Auxiliary function for the MDLP
disc.Topdown Top-down discretization
discretization Data preprocessing, discretization for classification.
ent Auxiliary function for the MDLP
extendChi2 Discretization of Numeric Attributes using the Extended Chi2 algorithm
findBest Auxiliary function for top-down discretization
incon Computing the inconsistency rate for Chi2 discretization algorithm
insert Auxiliary function for Top-down discretization
LevCon Auxiliary function for the Modified Chi2 discretization algorithm
mdlp Discretization using the Minimum Description Length Principle(MDLP)
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 method
mylog Auxiliary function for performing discretization using MDLP
topdown Auxiliary function for performing top-down discretization algorithm
value Auxiliary function for performing the ChiMerge discretization
Xi Auxiliary function for performing the Extended Chi2 discretization algorithm