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tailor  

Iterative Steps for Postprocessing Model Predictions
View on CRAN: Click here


Download and install tailor package within the R console
Install from CRAN:
install.packages("tailor")

Install from Github:
library("remotes")
install_github("cran/tailor")

Install by package version:
library("remotes")
install_version("tailor", "0.1.0")



Attach the package and use:
library("tailor")
Maintained by
Max Kuhn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-08-25
Latest Update: 2025-08-25
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) <doi:10.1007/978-94-010-1276-8_19>. Other methods and utilities to compose new adjustments are also included. Tailors are tightly integrated with the 'tidymodels' framework.
How to cite:
Max Kuhn (2025). tailor: Iterative Steps for Postprocessing Model Predictions. R package version 0.1.0, https://cran.r-project.org/web/packages/tailor. Accessed 21 Aug. 2026.
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