CRAN/E | mRMRe

mRMRe

Parallelized Minimum Redundancy, Maximum Relevance (mRMR)

Installation

About

Computes mutual information matrices from continuous, categorical and survival variables, as well as feature selection with minimum redundancy, maximum relevance (mRMR) and a new ensemble mRMR technique. Published in De Jay et al. (2013) doi:10.1093/bioinformatics/btt383.

Citation mRMRe citation info
www.pmgenomics.ca/bhklab/

Key Metrics

Version 2.1.2.1
R ≥ 3.5
Published 2023-04-25 360 days ago
Needs compilation? yes
License Artistic-2.0
CRAN checks mRMRe results

Downloads

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Maintainer

Maintainer

Benjamin Haibe-Kains

benjamin.haibe.kains@utoronto.ca

Authors

Nicolas De Jay

aut

Simon Papillon-Cavanagh

aut

Catharina Olsen

aut

Gianluca Bontempi

aut

Bo Li

aut

Christopher Eeles

ctb

Benjamin Haibe-Kains

aut / cre

Material

Reference manual
Package source

Vignettes

mRMRe: an R package for parallelized mRMR ensemble feature selection

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mRMRe archive

Depends

R ≥ 3.5
survival
igraph
methods

Reverse Imports

PAA
UBayFS

Reverse Suggests

FRESA.CAD
mlr
mlrCPO
tidyfit