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 |
| Reference manual: | TangledFeatures.html , TangledFeatures.pdf |
| Vignettes: |
Correlation (source, R code) Data_Input (source, R code) Example_Walkthrough (source, R code) |
| Package source: | TangledFeatures_0.1.1.tar.gz |
| Windows binaries: | r-devel: TangledFeatures_0.1.1.zip, r-release: TangledFeatures_0.1.1.zip, r-oldrel: TangledFeatures_0.1.1.zip |
| macOS binaries: | r-release (arm64): TangledFeatures_0.1.1.tgz, r-oldrel (arm64): TangledFeatures_0.1.1.tgz, r-release (x86_64): TangledFeatures_0.1.1.tgz, r-oldrel (x86_64): TangledFeatures_0.1.1.tgz |
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