mlr3filters

Filter Based Feature Selection for 'mlr3'

v0.9.0 · Sep 12, 2025 · LGPL-3

Description

Extends 'mlr3' with filter methods for feature selection. Besides standalone filter methods built-in methods of any machine-learning algorithm are supported. Partial scoring of multivariate filter methods is supported.

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CRAN Check Status

14 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	188.2s
r-devel-linux-x86_64-debian-gcc	OK	132.9s
r-devel-linux-x86_64-fedora-clang	OK	295.8s
r-devel-linux-x86_64-fedora-gcc	OK	253.5s
r-devel-macos-arm64	OK	45s
r-devel-windows-x86_64	OK	183s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	145s
r-oldrel-windows-x86_64	OK	237s
r-patched-linux-x86_64	OK	172.8s
r-release-linux-x86_64	OK	162.8s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	144s
r-release-windows-x86_64	OK	173s

Check History

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

Reverse Dependencies (5)

imports

mlr3verse sense

suggests

mlr3pipelines mlr3spatiotempcv mlr3viz

Dependency Network

Version History

new 0.9.0 Mar 10, 2026

updated 0.9.0 ← 0.8.1 diff Sep 11, 2025

updated 0.8.1 ← 0.8.0 diff Nov 7, 2024

updated 0.8.0 ← 0.7.1 diff Apr 9, 2024

updated 0.7.1 ← 0.7.0 diff Feb 14, 2023

updated 0.7.0 ← 0.6.0 diff Jan 5, 2023

updated 0.6.0 ← 0.5.0 diff Sep 1, 2022

updated 0.5.0 ← 0.4.2 diff Jan 24, 2022

updated 0.4.2 ← 0.4.1 diff Jul 11, 2021

updated 0.4.1 ← 0.4.0 diff Mar 7, 2021

updated 0.4.0 ← 0.3.0 diff Nov 9, 2020

updated 0.3.0 ← 0.2.0 diff Jul 17, 2020

updated 0.2.0 ← 0.1.1 diff Mar 11, 2020

updated 0.1.1 ← 0.1.0 diff Dec 7, 2019

new 0.1.0 Sep 3, 2019