Skip to content

Boruta

Wrapper Algorithm for All Relevant Feature Selection

v10.0.0 · May 16, 2026 · 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).

Downloads

CRAN

9.8K

Last 30 days

1192nd

29.1K

Last 90 days

117.2K

Last year

Trend: -11.1% (30d vs prior 30d)

r2u CRAN

66

Last 30 days

108

Last 90 days

266

Last year

Trend: +144.4% (30d vs prior 30d)

autoCRAN

8

Last 7 days

35

Last 30 days

4

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

13 OK
Show all 13 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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 29, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 23, 2026
ERROR r-devel-linux-x86_64-fedora-gcc

Rd cross-references

Unknown package ‘rFerns’ in Rd xrefs
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (11)

Dependency Network

Dependencies Reverse dependencies fru CompositionalML HDStIM multiclassPairs MSclassifR SISIR UKBAnalytica corrselect finnts fuseMLR mlr3filters omicsTools Boruta

Version History

22 tracked
updated 10.0.0 ← 9.0.0 diff May 16, 2026
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