Package: rankimp
Title: Consensus Ranking of Variable Importance with Uncertainty
Version: 1.0.0
Authors@R: 
       person(given = "Agostino",
           family = "Gnasso",
           role = c("aut", "cre", "cph"),
           email = "agostino.gnasso@unina.it",
           comment = c(ORCID = "0000-0002-8046-3923"))
Description: Variable importance rankings depend on the method, the random
    seed and the resample used to compute them. This package treats every
    source of importance as a judge expressing a ranking over the
    predictors, and synthesises those rankings into a Kemeny median
    ranking with ties. Uncertainty about the consensus is quantified
    through bootstrap rank confidence sets, top-k probabilities and
    clustering of disagreeing judges.
License: MIT + file LICENSE
URL: https://github.com/agostinognasso/rankimp
BugReports: https://github.com/agostinognasso/rankimp/issues
Depends: R (>= 3.5)
Imports: ConsRank, ggplot2, stats, tibble, utils
Suggests: cluster, covr, kernelshap, knitr, randomForest, ranger,
        rmarkdown, rsample, stabm, testthat (>= 3.1.7)
VignetteBuilder: knitr
LazyData: true
Config/testthat/edition: 3
Encoding: UTF-8
Language: en-GB
Config/roxygen2/version: 8.1.0
NeedsCompilation: no
Packaged: 2026-09-09 09:34:03 UTC; agostinognasso
Author: Agostino Gnasso [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-8046-3923>)
Maintainer: Agostino Gnasso <agostino.gnasso@unina.it>
Repository: CRAN
Date/Publication: 2026-09-17 11:30:02 UTC
Built: R 4.6.1; ; 2026-09-17 14:15:13 UTC; unix
