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mRMRe (version 2.1.3.1)

Parallelized Minimum Redundancy, Maximum Relevance (mRMR)

Description

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) .

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Install

install.packages('mRMRe')

Monthly Downloads

2,867

Version

2.1.3.1

License

Artistic-2.0

Issues

15

Pull Requests

1

Stars

21

Forks

6

Maintainer

Benjamin HaibeKains

Last Published

September 4th, 2026

Functions in mRMRe (2.1.3.1)

target

mRMR Target(s)
sampleStrata

Accessor function for the 'sampleStrata' information in a mRMRe.Data object
mRMRe.Filter-class

Class "mRMRe.Filter"
mRMRe.Network-class

Class "mRMRe.Network"
scores

mRMR Scores as per the MI gain for each feature
set.thread.count

openMP Thread Count
sampleNames

Accessor function for the 'sampleNames' information in a mRMRe.Data, mRMRe.Filter and mRMRe.Network object.
visualize

mRMRe Network display
set_thread_count

Internal compiled routine
solutions

Basic result of the mRMR procedure
sampleWeights

Accessor function for the 'sampleWeights' information in a mRMRe.Data object
export_filters

Internal compiled routine
adjacencyMatrix

Accessor function for the 'adjacencyMatrix' information in a mRMRe.Network object.
sampleCount

Accessor function for the 'sampleCount' information in a mRMRe.Data, mRMRe.Filter and mRMRe.Network object.
mRMRe.Data-class

Class "mRMRe.Data"
get.thread.count

openMP Thread Count
get_thread_count

Internal compiled routine
cgps

Part of the large pharmacogenomic dataset published by Garnett et al. within the Cancer Genome Project (CGP)
featureNames

Accessor function for the 'featureNames' information in a mRMRe.Data, mRMRe.Filter and mRMRe.Network object
export_filters_bootstrap

Internal compiled routine
correlate

Function to compute various correlation measures between two variables
mim

Accessor function for the 'mim' information in a mRMRe.Data, mRMRe.Filter and mRMRe.Network object
export_concordance_index

Internal compiled routine
causality

Accessor function for the 'causality' information in a mRMRe.Filter and mRMRe.Network object.
export_mim

Internal compiled routine
featureCount

Accessor function for the 'featureCount' information in a mRMRe.Data, mRMRe.Filter and mRMRe.Network object.
featureData

Accessor function for the 'featureData' information in a mRMRe.Data object
priors

Accessor function for the 'priors' information in a mRMRe.Data object
subsetData

Returns a mRMRe.Data object using a subset of the current mRMRe.Data object.