CRAN/E | Boruta

Boruta

Wrapper Algorithm for All Relevant Feature Selection

Installation

About

An all relevant feature selection wrapper algorithm. It finds relevant features by comparing original attributes' importance with importance achievable at random, estimated using their permuted copies (shadows).

Citation Boruta citation info
gitlab.com/mbq/Boruta/
Bug report File report

Key Metrics

Version 8.0.0
Published 2022-11-12 322 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks Boruta results

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Maintainer

Maintainer

Miron Bartosz Kursa

M.Kursa@icm.edu.pl

Authors

Miron Bartosz Kursa

aut / cre

Witold Remigiusz Rudnicki

aut

Material

NEWS
Reference manual
Package source

In Views

MachineLearning

Vignettes

Boruta for those in a hurry
Importance transdapters

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

Boruta archive

Imports

ranger

Suggests

mlbench
rFerns
randomForest
testthat
xgboost
survival

Reverse Depends

hsdar

Reverse Imports

HDStIM
multiclassPairs
nestedcv
SISIR

Reverse Suggests

fscaret
varrank