Package: probcal
Title: Calibration of Binary and Multiclass Probabilities
Version: 0.2.0
Authors@R: 
    person("Pedro Rafael", "Diniz Marinho",
           email = "pedro.rafael.marinho@gmail.com",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0003-1591-8300"))
Description: 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) <doi:10.1145/775047.775151>, Guo et al. (2017)
        <https://proceedings.mlr.press/v70/guo17a.html>, Kull et al.
        (2017) <doi:10.1214/17-EJS1338SI>, Kull et al. (2019)
        <doi:10.48550/arXiv.1910.12656>, Widmann et al. (2019)
        <doi:10.48550/arXiv.1910.11385>, and Kumar et al. (2019)
        <doi:10.48550/arXiv.1909.10155>.
License: MIT + file LICENSE
Depends: R (>= 4.1.0)
Encoding: UTF-8
Language: en-US
Roxygen: list(markdown = TRUE)
Imports: cli, ggplot2, stats, withr
Suggests: betacal, dplyr, knitr, pkgdown, reticulate, rmarkdown,
        roxygen2, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
URL: https://prdm0.github.io/probcal/,
        https://github.com/prdm0/probcal/
BugReports: https://github.com/prdm0/probcal/issues/
Config/roxygen2/version: 8.0.0
Repository: https://prdm0.r-universe.dev
Date/Publication: 2026-07-07 01:44:07 UTC
RemoteUrl: https://github.com/prdm0/probcal
RemoteRef: HEAD
RemoteSha: 72cd9d5e453b4a8e21b88527819183e60b07c84d
NeedsCompilation: no
Packaged: 2026-07-07 01:54:49 UTC; root
Author: Pedro Rafael Diniz Marinho [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-1591-8300>)
Maintainer: Pedro Rafael Diniz Marinho <pedro.rafael.marinho@gmail.com>