Package: BORG
Title: Bounded Outcome Risk Guard for Model Evaluation
Version: 0.3.1
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
RoxygenNote: 7.3.3
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
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
NeedsCompilation: yes
Packaged: 2026-03-29 08:09:31 UTC; Gilles Colling
Author: Gilles Colling [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-3070-6066>)
Maintainer: Gilles Colling <gilles.colling051@gmail.com>
Repository: CRAN
Date/Publication: 2026-03-29 15:50:40 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2026-04-29 16:43:43 UTC; windows
Archs: x64
