mRMRe: R package for parallelized mRMR ensemble feature selection

This package contains a set of function to compute mutual information matrices from continuous, categorical and survival variables. It also contains function to perform feature selection with mRMR and a new ensemble mRMR technique.

AuthorNicolas De Jay, Simon Papillon-Cavanagh, Catharina Olsen, Gianluca Bontempi, Benjamin Haibe-Kains
Date of publication2015-03-21 19:47:33
MaintainerBenjamin Haibe-Kains <benjamin.haibe.kains@utoronto.ca>
LicenseArtistic-2.0
Version2.0.5
http://www.pmgenomics.ca/bhklab/

View on CRAN

Files in this package

mRMRe
mRMRe/TODO
mRMRe/inst
mRMRe/inst/CITATION
mRMRe/inst/doc
mRMRe/inst/doc/mRMRe.R
mRMRe/inst/doc/mRMRe.pdf
mRMRe/inst/doc/mRMRe.Rnw
mRMRe/src
mRMRe/src/Makevars
mRMRe/src/Filter.h
mRMRe/src/Matrix.cpp
mRMRe/src/Math.h
mRMRe/src/Matrix.h
mRMRe/src/Data.h
mRMRe/src/Filter.cpp
mRMRe/src/Data.cpp
mRMRe/src/MutualInformationMatrix.cpp
mRMRe/src/MutualInformationMatrix.h
mRMRe/src/Math.cpp
mRMRe/src/exports.cpp
mRMRe/src/exports.h
mRMRe/NAMESPACE
mRMRe/data
mRMRe/data/cgps.rda
mRMRe/data/datalist
mRMRe/R
mRMRe/R/mRMRe.Filter.R mRMRe/R/mRMRe.Data.R mRMRe/R/generics.R mRMRe/R/mRMRe.Network.R
mRMRe/vignettes
mRMRe/vignettes/mRMRe.Rnw
mRMRe/vignettes/biblio.bib
mRMRe/MD5
mRMRe/README
mRMRe/build
mRMRe/build/vignette.rds
mRMRe/DESCRIPTION
mRMRe/man
mRMRe/man/mRMRe.Network-class.Rd mRMRe/man/sampleCount.Rd mRMRe/man/scores.Rd mRMRe/man/correlate.Rd mRMRe/man/causality.Rd mRMRe/man/mRMRe.Data-class.Rd mRMRe/man/mRMRe.Filter-class.Rd mRMRe/man/featureCount.Rd mRMRe/man/adjacencyMatrix.Rd mRMRe/man/sampleWeights.Rd mRMRe/man/set.thread.count.Rd mRMRe/man/target.Rd mRMRe/man/solutions.Rd mRMRe/man/visualize.Rd mRMRe/man/sampleNames.Rd mRMRe/man/priors.Rd mRMRe/man/subsetData.Rd mRMRe/man/featureData.Rd mRMRe/man/featureNames.Rd mRMRe/man/cgps.Rd mRMRe/man/mim.Rd mRMRe/man/get.thread.count.Rd mRMRe/man/sampleStrata.Rd
mRMRe/.Rinstignore

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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