Package: tailor Title: Iterative Steps for Postprocessing Model Predictions Version: 0.1.0.9000 Authors@R: c( person("Simon", "Couch", , "simon.couch@posit.co", role = "aut"), person("Hannah", "Frick", , "hannah@posit.co", role = "aut"), person("Emil", "HvitFeldt", , "emil.hvitfeldt@posit.co", role = "aut"), person("Max", "Kuhn", , "max@posit.co", role = c("aut", "cre"), comment = c(ORCID = "0000-0003-2402-136X")), person("Posit Software, PBC", role = c("cph", "fnd"), comment = c(ROR = "03wc8by49")) ) Description: Postprocessors refine predictions outputted from machine learning models to improve predictive performance or better satisfy distributional limitations. This package introduces 'tailor' objects, which compose iterative adjustments to model predictions. A number of pre-written adjustments are provided with the package, such as calibration. See Lichtenstein, Fischhoff, and Phillips (1977) . Other methods and utilities to compose new adjustments are also included. Tailors are tightly integrated with the 'tidymodels' framework. License: MIT + file LICENSE URL: https://github.com/tidymodels/tailor, https://tailor.tidymodels.org BugReports: https://github.com/tidymodels/tailor/issues Depends: R (>= 4.1) Imports: cli, dplyr, generics, hardhat, purrr, rlang (>= 1.1.0), tibble, tidyselect, vctrs Suggests: betacal, dials (>= 1.4.1), mgcv, modeldata, probably (>= 1.1.0), testthat (>= 3.0.0) Config/Needs/website: tidyverse/tidytemplate Config/testthat/edition: 3 Config/usethis/last-upkeep: 2025-04-29 Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 Repository: https://tidymodels.r-universe.dev Date/Publication: 2025-08-25 23:54:57 UTC RemoteUrl: https://github.com/tidymodels/tailor RemoteRef: HEAD RemoteSha: 61016e463a306ac36016fc97fb901b297d73992b NeedsCompilation: no Packaged: 2026-06-06 06:23:45 UTC; root Author: Simon Couch [aut], Hannah Frick [aut], Emil HvitFeldt [aut], Max Kuhn [aut, cre] (ORCID: ), Posit Software, PBC [cph, fnd] (ROR: ) Maintainer: Max Kuhn