mlr3fselect-package {mlr3fselect}

mlr3fselect: Feature Selection for 'mlr3'

Description

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.

Author(s)

Maintainer: Marc Becker [e-mail] (ORCID)

Authors:

• Patrick Schratz [e-mail] (ORCID)

• Michel Lang [e-mail] (ORCID)

• Bernd Bischl [e-mail] (ORCID)

See Also

Useful links:

• https://mlr3fselect.mlr-org.com

• https://github.com/mlr-org/mlr3fselect

• Report bugs at https://github.com/mlr-org/mlr3fselect/issues