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.
Version: 0.1.1 Depends: R (≥ 2.10) Imports: correlation, data.table, dplyr, fastDummies, ggplot2, igraph, janitor, Matrix, methods, purrr, ranger Suggests: knitr, R.rsp, rmarkdown, testthat (≥ 3.0.0) Published: 2023-02-14 DOI: 10.32614/CRAN.package.TangledFeatures Author: Allen Sunny [aut, cre] Maintainer: Allen Sunny <allensunny1242 at gmail.com> License: MIT + file LICENSE URL: https://allen-1242.github.io/TangledFeatures/ NeedsCompilation: no Materials: README NEWS CRAN checks: TangledFeatures results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=TangledFeatures to link to this page.
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