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 (shadows).

Package details

AuthorMiron Bartosz Kursa [aut, cre] (<https://orcid.org/0000-0001-7672-648X>), Witold Remigiusz Rudnicki [aut]
MaintainerMiron Bartosz Kursa <M.Kursa@icm.edu.pl>
LicenseGPL (>= 2)
Version8.0.0
URL https://gitlab.com/mbq/Boruta/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("Boruta")

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Boruta documentation built on Nov. 12, 2022, 9:06 a.m.