Package: probcal Title: Calibration of Binary and Multiclass Probabilities Version: 0.1.0 Authors@R: person("Pedro Rafael", "Diniz Marinho", email = "pedro.rafael.marinho@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-1591-8300")) Description: Provides S3 calibrators, metrics, and diagnostics for binary and multiclass probability calibration in R. 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. Methods follow Platt (1999), Zadrozny and Elkan (2002) , Guo et al. (2017), Kull et al. (2017) , and Kull et al. (2019). License: MIT + file LICENSE Depends: R (>= 4.1.0) Encoding: UTF-8 Language: en-US Roxygen: list(markdown = TRUE) Imports: cli, ggplot2, stats 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: 2026-06-23 21:31:01 UTC RemoteUrl: https://github.com/prdm0/probcal RemoteRef: HEAD RemoteSha: fd04d574ab2aa8a2291fa9eb0ce6010052cfc6bf NeedsCompilation: no Packaged: 2026-06-23 23:08:51 UTC; root Author: Pedro Rafael Diniz Marinho [aut, cre] (ORCID: ) Maintainer: Pedro Rafael Diniz Marinho