filtro-package: filtro: Feature Selection Using Supervised Filter-Based...

In filtro: Feature Selection Using Supervised Filter-Based Methods

filtro: Feature Selection Using Supervised Filter-Based Methods

Description

Tidy tools to apply filter-based supervised feature selection methods. These methods score and rank feature relevance using metrics such as p-values, correlation, and importance scores (Kuhn and Johnson (2019) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1201/9781315108230")}).

Author(s)

Maintainer: Frances Lin [e-mail]

Authors:

• Max Kuhn [e-mail]

• Emil Hvitfeldt [e-mail]

Other contributors:

• Posit Software, PBC (03wc8by49) [copyright holder, funder]

See Also

Useful links:

• https://github.com/tidymodels/filtro

• Report bugs at https://github.com/tidymodels/filtro/issues

filtro documentation built on Aug. 8, 2025, 6:23 p.m.