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# CITATION.cff 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 "probcal" in publications use:'
type: software
license: MIT
title: 'probcal: Calibration of Binary and Multiclass Probabilities'
version: 0.2.0
identifiers:
- type: url
  value: https://github.com/prdm0/probcal/
abstract: Provides S3 calibrators, metrics, and diagnostics for binary and multiclass
  probability calibration. Binary methods include Platt scaling, temperature scaling,
  beta calibration, histogram binning, and isotonic regression. Multiclass methods
  include temperature scaling, vector scaling, Dirichlet calibration, and a one-vs-rest
  wrapper for the binary calibrators. A calibration-inference layer adds debiased
  calibration errors, bootstrap confidence intervals, and a kernel calibration hypothesis
  test for binary and multiclass predictions, including the strong (canonical) multiclass
  case. Methods follow Platt (1999, ISBN:9780262194488), Zadrozny and Elkan (2002)
  <https://doi.org/10.1145/775047.775151>, Guo et al. (2017) <https://proceedings.mlr.press/v70/guo17a.html>,
  Kull et al. (2017) <https://doi.org/10.1214/17-EJS1338SI>, Kull et al. (2019) <https://doi.org/10.48550/arXiv.1910.12656>,
  Widmann et al. (2019) <https://doi.org/10.48550/arXiv.1910.11385>, and Kumar et
  al. (2019) <https://doi.org/10.48550/arXiv.1909.10155>.
authors:
- family-names: Diniz Marinho
  given-names: Pedro Rafael
  email: pedro.rafael.marinho@gmail.com
  orcid: https://orcid.org/0000-0003-1591-8300
preferred-citation:
  type: manual
  title: 'probcal: Calibration of Binary and Multiclass Probabilities'
  authors:
  - family-names: Diniz Marinho
    given-names: Pedro Rafael
    email: pedro.rafael.marinho@gmail.com
    orcid: https://orcid.org/0000-0003-1591-8300
  year: '2026'
  notes: R package version 0.2.0
  url: https://prdm0.github.io/probcal/
repository: https://cran.r-universe.dev
repository-code: https://github.com/prdm0/probcal/issues/
commit: 919c9f785c0c835b7c5cb7f46022eabf3251f011
url: https://prdm0.github.io/probcal/
date-released: '2026-07-09'
contact:
- family-names: Diniz Marinho
  given-names: Pedro Rafael
  email: pedro.rafael.marinho@gmail.com
  orcid: https://orcid.org/0000-0003-1591-8300