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Boruta  

Wrapper Algorithm for All Relevant Feature Selection
View on CRAN: Click here


Download and install Boruta package within the R console
Install from CRAN:
install.packages("Boruta")

Install from Github:
library("remotes")
install_github("cran/Boruta")

Install by package version:
library("remotes")
install_version("Boruta", "9.0.0")



Attach the package and use:
library("Boruta")
Maintained by
Miron Bartosz Kursa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-12-06
Latest Update: 2025-07-22
Description:
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).
How to cite:
Miron Bartosz Kursa (2009). Boruta: Wrapper Algorithm for All Relevant Feature Selection. R package version 9.0.0, https://cran.r-project.org/web/packages/Boruta. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.0 (2009-12-06 11:08), 1.1 (2010-04-18 21:28), 1.2 (2010-05-08 13:34), 1.3 (2010-09-02 23:56), 1.4 (2010-11-26 08:23), 1.5 (2010-12-15 12:33), 1.6 (2012-02-22 15:09), 2.0.0 (2013-03-23 17:35), 2.1.0 (2013-04-25 13:32), 3.0.0 (2013-12-04 00:30), 3.1.0 (2014-06-08 23:20), 4.0.0 (2014-12-07 23:07), 5.0.0 (2015-09-13 19:32), 5.1.0 (2016-08-16 19:46), 5.2.0 (2017-01-27 10:17), 5.3.0 (2018-03-19 17:25), 6.0.0 (2018-07-17 19:10), 7.0.0 (2020-05-21 07:10), 8.0.0 (2022-11-12 09:30)
Other packages that cited Boruta R package
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Complete documentation for Boruta
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