mlr-org/mlr3fselect: Feature Selection for 'mlr3'

Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3' learner. The package works with several optimization algorithms e.g. Random Search, Recursive Feature Elimination, and Genetic Search. Moreover, it can automatically optimize learners and estimate the performance of optimized feature sets with nested resampling.

Getting started

Package details

Maintainer
LicenseLGPL-3
Version1.3.0.9000
URL https://mlr3fselect.mlr-org.com https://github.com/mlr-org/mlr3fselect
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mlr-org/mlr3fselect")
mlr-org/mlr3fselect documentation built on July 5, 2025, 3:22 a.m.