Package: xplainfi
Title: Feature Importance Methods for Global Explanations
Version: 1.2.0
Authors@R: 
    person("Lukas", "Burk", , "cran@lukasburk.de", role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0001-7528-3795"))
Description: Provides a consistent interface for common feature
        importance methods as described in Ewald et al. (2024)
        <doi:10.1007/978-3-031-63797-1_22>, including permutation
        feature importance (PFI), conditional and relative feature
        importance (CFI, RFI), leave one covariate out (LOCO), and
        Shapley additive global importance (SAGE), as well as feature
        sampling mechanisms to support conditional importance methods.
License: LGPL (>= 3)
URL: https://mlr-org.github.io/xplainfi/,
        https://github.com/mlr-org/xplainfi
BugReports: https://github.com/mlr-org/xplainfi/issues
Depends: R (>= 4.1.0)
Imports: checkmate, cli, data.table (>= 1.15.0), mirai, mlr3 (>=
        1.1.0), mlr3fselect, mvtnorm, paradox (>= 1.0.0), R6, stats,
        utils
Suggests: arf, DiagrammeR, foreach, future, future.apply, ggplot2,
        glue, gower, knitr, knockoff, lgr, mlr3data, mlr3learners,
        partykit, patchwork, ranger, rmarkdown, rpart, testthat (>=
        3.0.0), withr
VignetteBuilder: knitr
Config/Needs/website: rmarkdown, here, jsonlite, cpi
Config/roxygen2/markdown: TRUE
Config/roxygen2/version: 8.0.0
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
Config/pak/sysreqs: make
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-07-24 16:42:28 UTC
RemoteUrl: https://github.com/mlr-org/xplainfi
RemoteRef: v1.2.0
RemoteSha: f9aeb38e21f21824062c5dd32b2d0a2e0366028c
NeedsCompilation: no
Packaged: 2026-09-22 09:04:40 UTC; root
Author: Lukas Burk [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-7528-3795>)
Maintainer: Lukas Burk <cran@lukasburk.de>