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
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: libicu-dev libxml2-dev
Repository: https://agostinognasso.r-universe.dev
Date/Publication: 2026-09-09 09:31:33 UTC
RemoteUrl: https://github.com/agostinognasso/rankimp
RemoteRef: HEAD
RemoteSha: 5f77f2a4a9f33fabd29e24fc07fc0365cbf5469a
NeedsCompilation: no
Packaged: 2026-10-18 08:56:58 UTC; root
Author: Agostino Gnasso [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-8046-3923>)
Maintainer: Agostino Gnasso <agostino.gnasso@unina.it>