Package: filtro
Title: Feature Selection Using Supervised Filter-Based Methods
Version: 0.2.0
Authors@R: c(
    person("Frances", "Lin", , "franceslinyc@gmail.com", role = c("aut", "cre")),
    person("Max", "Kuhn", , "max@posit.co", role = "aut",
           comment = c(ORCID = "0000-0003-2402-136X")),
    person("Emil", "Hvitfeldt", , "emil.hvitfeldt@posit.co", role = "aut"),
    person("Posit Software, PBC", role = c("cph", "fnd"),
           comment = c(ROR = "03wc8by49"))
  )
Description: Tidy tools to apply filter-based supervised feature selection
    methods. These methods score and rank feature relevance using metrics
    such as p-values, correlation, and importance scores (Kuhn and Johnson
    (2019) <doi:10.1201/9781315108230>).
License: MIT + file LICENSE
URL: https://github.com/tidymodels/filtro,
        https://filtro.tidymodels.org/
BugReports: https://github.com/tidymodels/filtro/issues
Depends: R (>= 4.1)
Imports: cli, desirability2 (>= 0.1.0), dplyr, generics, pROC, purrr,
        rlang (>= 1.1.0), S7, stats, tibble, tidyr, vctrs
Suggests: aorsf, FSelectorRcpp, knitr, modeldata, partykit, quarto,
        ranger, rmarkdown, testthat (>= 3.0.0), titanic
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
RoxygenNote: 7.3.2
Collate: 'aaa.R' 'class_score.R' 'data.R' 'desirability2.R'
        'filtro-package.R' 'import-standalone-obj-type.R'
        'import-standalone-types-check.R' 'misc.R' 'score-aov.R'
        'utilities.R' 'score-cor.R' 'score-cross_tab.R'
        'score-forest_imp.R' 'score-info_gain.R' 'score-roc_auc.R'
        'zzz.R'
LazyData: true
VignetteBuilder: quarto, knitr
NeedsCompilation: no
Packaged: 2025-08-26 21:19:41 UTC; franceslin
Author: Frances Lin [aut, cre],
  Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>),
  Emil Hvitfeldt [aut],
  Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
Maintainer: Frances Lin <franceslinyc@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-26 21:40:02 UTC
Built: R 4.6.0; ; 2026-04-29 17:28:52 UTC; unix
