VHDClassification: Discrimination/Classification in very high dimension with linear and quadratic rules.

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This package provides an implementation of Linear discriminant analysis and quadratic discriminant analysis that works fine in very high dimension (when there are many more variables than observations).

Author
Robin Girard
Date of publication
2013-12-18 14:13:37
Maintainer
Robin Girard <robin.girard@mines-paristech.fr>
License
GPL-2
Version
0.3

View on CRAN

Man pages

getBinaryRule
Getter set of binary rules (object PartitionWithLLR)
getBinaryRule-methods
~~ Methods for Function getBinaryRule ~~
getLogLikeRatio
Get the log-likelihood ratio from a binary rule...
getLogLikeRatio-methods
~~ Methods for Function getLogLikeRatio ~~
learnBinaryRule
Function to learn a binary classification rule
learnPartitionWithLLR
A function to learn a rule in case of 2 classes or more
LinearRule-class
Class "LinearRule" ~~~
PartitionWithLLR-class
Class "PartitionWithLLR" ~~~
plotClassifRule
A plot function for classification rules (binary or not,...
QuadraticRule-class
Class "QuadraticRule" ~~~
VHDClassification-package
Discrimination-Classification in very high dimension with...
z.EvaluateLogLikeRatio-methods
~~ Methods for Function .EvaluateLogLikeRatio ~~

Files in this package

VHDClassification
VHDClassification/tests
VHDClassification/tests/TestFileLinear.R
VHDClassification/NAMESPACE
VHDClassification/R
VHDClassification/R/FDR_toolbox.R
VHDClassification/R/LinearRule.R
VHDClassification/R/PartitionWithLLR.R
VHDClassification/R/A.R
VHDClassification/R/QuadraticRule.R
VHDClassification/MD5
VHDClassification/DESCRIPTION
VHDClassification/man
VHDClassification/man/getLogLikeRatio.Rd
VHDClassification/man/getLogLikeRatio-methods.Rd
VHDClassification/man/getBinaryRule-methods.Rd
VHDClassification/man/QuadraticRule-class.Rd
VHDClassification/man/VHDClassification-package.Rd
VHDClassification/man/learnBinaryRule.Rd
VHDClassification/man/plotClassifRule.Rd
VHDClassification/man/PartitionWithLLR-class.Rd
VHDClassification/man/z.EvaluateLogLikeRatio-methods.Rd
VHDClassification/man/getBinaryRule.Rd
VHDClassification/man/learnPartitionWithLLR.Rd
VHDClassification/man/LinearRule-class.Rd