Boruta: Wrapper Algorithm for All Relevant Feature Selection

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.

AuthorMiron Bartosz Kursa [aut, cre], Witold Remigiusz Rudnicki [aut]
Date of publication2017-01-27 10:17:32
MaintainerMiron Bartosz Kursa <>
LicenseGPL (>= 2)

View on CRAN

Questions? Problems? Suggestions? or email at

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.