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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "BORG" in publications use:'
type: software
license: MIT
title: 'BORG: Bounded Outcome Risk Guard for Model Evaluation'
version: 0.3.1
identifiers:
- type: doi
  value: 10.32614/CRAN.package.BORG
abstract: 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) <https://doi.org/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) <https://doi.org/10.1111/ecog.02881>,
  Kaufman et al. (2012) <https://doi.org/10.1145/2382577.2382579>, Kapoor & Narayanan
  (2023) <https://doi.org/10.1016/j.patter.2023.100804>, and Linnenbrink et al. (2024)
  <https://doi.org/10.5194/gmd-17-5897-2024>.
authors:
- family-names: Colling
  given-names: Gilles
  email: gilles.colling051@gmail.com
  orcid: https://orcid.org/0000-0003-3070-6066
preferred-citation:
  type: manual
  title: 'BORG: Bounded Outcome Risk Guard for Model Evaluation'
  authors:
  - family-names: Colling
    given-names: Gilles
    email: gilles.colling051@gmail.com
    orcid: https://orcid.org/0000-0003-3070-6066
  year: '2026'
  url: https://github.com/gcol33/BORG
  notes: R package version 0.2.3
repository: https://gcol33.r-universe.dev
repository-code: https://github.com/gcol33/BORG
commit: 5e8b26b9aab5d8accf764c22a85038cc3006eba7
url: https://gillescolling.com/BORG/
date-released: '2026-05-29'
contact:
- family-names: Colling
  given-names: Gilles
  email: gilles.colling051@gmail.com
  orcid: https://orcid.org/0000-0003-3070-6066