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DESCRIPTION
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DESCRIPTION
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Package: tailor
Title: Iterative Steps for Postprocessing Model Predictions
Version: 0.0.0.9001
Authors@R: c(
person("Simon", "Couch", , "[email protected]", role = "aut"),
person("Hannah", "Frick", , "[email protected]", role = "aut"),
person("Emil", "HvitFeldt", , "[email protected]", role = "aut"),
person("Max", "Kuhn", , "[email protected]", role = c("aut", "cre")),
person("Posit Software, PBC", role = c("cph", "fnd"))
)
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, like calibration and equivocal
zones, as well as utilities to compose new ones. 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
Imports:
cli,
dplyr,
generics,
hardhat,
purrr,
rlang (>= 1.1.0),
tibble,
tidyselect,
vctrs
Suggests:
dials,
modeldata,
probably (>= 1.0.3.9000),
testthat (>= 3.0.0),
workflows
Remotes:
tidymodels/dials,
tidymodels/probably,
tidymodels/workflows
Config/testthat/edition: 3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/Needs/website: tidyverse/tidytemplate