Type: Package
Package: glex
Title: Global Explanations for Tree-Based Models
Version: 0.6.0
Authors@R: c(
    person(c("Marvin", "N."), "Wright", , "cran@wrig.de", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-8542-6291")),
    person(c("Joseph", "Theo"), "Meyer", role = "aut"),
    person("Munir", "Hiabu", role = "aut"),
    person("Lukas", "Burk", , "burk@leibniz-bips.de", role = "aut",
           comment = c(ORCID = "0000-0001-7528-3795")),
    person("Jinyang", "Liu", , "jl@math.ku.dk", role = "aut",
           comment = c(ORCID = "0009-0005-3167-9014"))
  )
Description: Global explanations for tree-based models by decomposing
        regression or classification functions into the sum of main
        components and interaction components of arbitrary order.
        Calculates SHAP values and q-interaction SHAP for all values of
        q for tree-based models such as xgboost.
License: GPL-3
URL: https://github.com/PlantedML/glex, http://plantedml.com/glex/
BugReports: https://github.com/PlantedML/glex/issues
Depends: R (>= 3.0)
Imports: checkmate, data.table, foreach, ggplot2, progress, Rcpp (>=
        1.0.8), scico, stats, utils
Suggests: covr, doParallel, ISLR2, knitr, patchwork,
        randomPlantedForest, ranger, rmarkdown, testthat (>= 3.0.0),
        xgboost (>= 3.0.0)
LinkingTo: Rcpp
VignetteBuilder: knitr
Remotes: PlantedML/randomPlantedForest
Additional_repositories: https://plantedml.r-universe.dev
Config/roxygen2/version: 8.0.0
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
Repository: https://plantedml.r-universe.dev
Date/Publication: 2026-07-10 22:07:57 UTC
RemoteUrl: https://github.com/PlantedML/glex
RemoteRef: HEAD
RemoteSha: bd6b31ed7c535ac95cbf0ffd8e1cba51ad6ea956
NeedsCompilation: yes
Packaged: 2026-07-10 22:45:12 UTC; root
Author: Marvin N. Wright [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8542-6291>),
  Joseph Theo Meyer [aut],
  Munir Hiabu [aut],
  Lukas Burk [aut] (ORCID: <https://orcid.org/0000-0001-7528-3795>),
  Jinyang Liu [aut] (ORCID: <https://orcid.org/0009-0005-3167-9014>)
Maintainer: Marvin N. Wright <cran@wrig.de>