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Boruta

Wrapper Algorithm for All Relevant Feature Selection

v9.0.0 · Jul 22, 2025 · GPL (>= 2)

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).

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (11)

Dependency Network

Dependencies Reverse dependencies ranger CompositionalML HDStIM SISIR multiclassPairs CrownScorchTLS MSclassifR corrselect finnts fuseMLR mlr3filters omicsTools Boruta

Version History

new 9.0.0 Mar 10, 2026
updated 9.0.0 ← 8.0.0 diff Jul 21, 2025
updated 8.0.0 ← 7.0.0 diff Nov 11, 2022
updated 7.0.0 ← 6.0.0 diff May 20, 2020
updated 6.0.0 ← 5.3.0 diff Jul 16, 2018
updated 5.3.0 ← 5.2.0 diff Mar 18, 2018
updated 5.2.0 ← 5.1.0 diff Jan 26, 2017
updated 5.1.0 ← 5.0.0 diff Aug 15, 2016
updated 5.0.0 ← 4.0.0 diff Sep 12, 2015
updated 4.0.0 ← 3.1.0 diff Dec 6, 2014
updated 3.1.0 ← 3.0.0 diff Jun 7, 2014
updated 3.0.0 ← 2.1.0 diff Dec 3, 2013
updated 2.1.0 ← 2.0.0 diff Apr 24, 2013
updated 2.0.0 ← 1.6 diff Mar 22, 2013
updated 1.6 ← 1.5 diff Feb 21, 2012
updated 1.5 ← 1.4 diff Dec 14, 2010
updated 1.4 ← 1.3 diff Nov 25, 2010
updated 1.3 ← 1.2 diff Sep 1, 2010
updated 1.2 ← 1.1 diff May 7, 2010
updated 1.1 ← 1.0 diff Apr 17, 2010