Package: BORG
Title: Bounded Outcome Risk Guard for Model Evaluation
Version: 0.3.2
Authors@R: 
    person("Gilles", "Colling", email = "gilles.colling051@gmail.com",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0003-3070-6066"))
Description: Comprehensive toolkit for valid spatial, temporal, and
        grouped model evaluation. Automatically detects data
        dependencies (spatial autocorrelation, temporal structure,
        clustered observations), generates appropriate cross-validation
        schemes (spatial blocking, checkerboard, hexagonal, KNNDM,
        environmental blocking, leave-location-out, purged CV), and
        validates evaluation pipelines for leakage. Includes area of
        applicability (AOA) assessment following Meyer & Pebesma (2021)
        <doi:10.1111/2041-210X.13650>, forward feature selection with
        blocked CV, spatial thinning, block-permutation variable
        importance, extrapolation detection, and interactive
        visualizations. Integrates with 'tidymodels', 'caret', 'mlr3',
        'ENMeval', and 'biomod2'. Based on evaluation principles
        described in Roberts et al. (2017) <doi:10.1111/ecog.02881>,
        Kaufman et al. (2012) <doi:10.1145/2382577.2382579>, Kapoor &
        Narayanan (2023) <doi:10.1016/j.patter.2023.100804>, and
        Linnenbrink et al. (2024) <doi:10.5194/gmd-17-5897-2024>.
License: MIT + file LICENSE
Language: en-US
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
LinkingTo: Rcpp
Imports: Rcpp, methods, stats, utils
Suggests: caret, ggplot2 (>= 3.4.0), leaflet, rsample, tidyselect,
        recipes, mlr3, sf, terra, tidyterra, ranger, parsnip,
        workflows, xgboost, lightgbm, future.apply, testthat (>=
        3.0.0), knitr, rmarkdown, scales, svglite
VignetteBuilder: knitr
URL: https://github.com/gcol33/BORG, https://gillescolling.com/BORG/
BugReports: https://github.com/gcol33/BORG/issues
Depends: R (>= 4.1.0)
Config/testthat/edition: 3
Config/roxygen2/version: 8.0.0
Repository: https://gcol33.r-universe.dev
Date/Publication: 2026-10-10 14:47:15 UTC
RemoteUrl: https://github.com/gcol33/borg
RemoteRef: HEAD
RemoteSha: 9b203ee40056fa9b97f5ad645a7a7284b8ace645
NeedsCompilation: yes
Packaged: 2026-10-10 18:50:52 UTC; root
Author: Gilles Colling [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-3070-6066>)
Maintainer: Gilles Colling <gilles.colling051@gmail.com>