Type: Package
Package: TangledFeatures
Title: Feature Selection in Highly Correlated Spaces
Version: 0.1.1
Authors@R: 
    person("Allen", "Sunny", , "allensunny1242@gmail.com", role = c("aut", "cre"))
Description: Feature selection algorithm that extracts features in
        highly correlated spaces. The extracted features are meant to
        be fed into simple explainable models such as linear or
        logistic regressions. The package is useful in the field of
        explainable modelling as a way to understand variable behavior.
License: MIT + file LICENSE
URL: https://allen-1242.github.io/TangledFeatures/
Depends: R (>= 2.10)
Imports: correlation, data.table, dplyr, fastDummies, ggplot2, igraph,
        janitor, Matrix, methods, purrr, ranger, broom, broom.mixed,
        caret, jtools, randomForest, glmnet
Suggests: knitr, R.rsp, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Repository: https://allen-1242.r-universe.dev
Date/Publication: 2026-05-20 23:47:24 UTC
RemoteUrl: https://github.com/allen-1242/tangledfeatures
RemoteRef: HEAD
RemoteSha: 282db925187cb81b54361747b9d777ece54e8202
NeedsCompilation: no
Packaged: 2026-06-20 10:39:37 UTC; root
Author: Allen Sunny [aut, cre]
Maintainer: Allen Sunny <allensunny1242@gmail.com>