Package: featR
Title: A Unified Toolkit for Feature Selection
Version: 0.1.0
Authors@R: 
    person("Justin", "Chase", email = "jchase.msu@gmail.com",
           role = c("aut", "cre", "cph"))
Description: Filter, wrapper, and embedded feature-selection methods
        behind a consistent set of functions that share one calling
        convention and one return type: correlation and chi-squared
        filters, information gain, LASSO and elastic net, Bayesian
        model comparison, Boruta, recursive feature elimination, random
        forest importance, multivariate adaptive regression splines,
        support vector machine recursive feature elimination, stepwise
        selection, and principal component / singular value
        decomposition helpers. The implemented methods follow
        Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x>, Zou
        and Hastie (2005) <doi:10.1111/j.1467-9868.2005.00503.x>,
        Friedman (1991) <doi:10.1214/aos/1176347963>, Breiman (2001)
        <doi:10.1023/A:1010933404324>, Guyon, Weston, Barnhill and
        Vapnik (2002) <doi:10.1023/A:1012487302797>, Kursa and Rudnicki
        (2010) <doi:10.18637/jss.v036.i11>, and Vehtari, Gelman and
        Gabry (2017) <doi:10.1007/s11222-016-9696-4>. Heavy modeling
        engines are optional and only required by the functions that
        use them.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.1.0
Depends: R (>= 4.1.0)
Imports: data.table, parallel, stats, utils, withr
Suggests: bigstatsr, Boruta, brms, caret, doParallel, e1071, earth,
        foreach, furrr, future, ggplot2, glmnet, kernlab, knitr, loo,
        MASS, Matrix, MLmetrics, pbapply, polycor, pROC, PRROC,
        randomForest, rmarkdown, RSpectra, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://github.com/elkronos/featR,
        https://elkronos.github.io/featR/
BugReports: https://github.com/elkronos/featR/issues
Repository: https://elkronos.r-universe.dev
Date/Publication: 2026-09-27 03:56:43 UTC
RemoteUrl: https://github.com/elkronos/featr
RemoteRef: HEAD
RemoteSha: f744cfd738b1f1431cca3342aa903e26aa6ae280
NeedsCompilation: no
Packaged: 2026-09-27 08:27:20 UTC; root
Author: Justin Chase [aut, cre, cph]
Maintainer: Justin Chase <jchase.msu@gmail.com>