tailor-package

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) tools:::Rd_expr_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.

internal

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.

Max Kuhn

tailor

Iterative Steps for Postprocessing Model Predictions

Simon Couch

Hannah Frick

Emil HvitFeldt

Posit Software, PBC 

tailor-package function

Maintainer: Max Kuhn <a href="/link/max%40posit.co?package=tailor&version=0.1.0" data-mini-rdoc="tailor::max@posit.co">max@posit.co</a> (<a href="https://orcid.org/0000-0003-2402-136X">ORCID</a>)
Authors:<ul>
<li>Simon Couch <a href="/link/simon.couch%40posit.co?package=tailor&version=0.1.0" data-mini-rdoc="tailor::simon.couch@posit.co">simon.couch@posit.co</a></li>
<li>Hannah Frick <a href="/link/hannah%40posit.co?package=tailor&version=0.1.0" data-mini-rdoc="tailor::hannah@posit.co">hannah@posit.co</a></li>
<li>Emil HvitFeldt <a href="/link/emil.hvitfeldt%40posit.co?package=tailor&version=0.1.0" data-mini-rdoc="tailor::emil.hvitfeldt@posit.co">emil.hvitfeldt@posit.co</a></li>
</ul>Other contributors:<ul>
<li>Posit Software, PBC (03wc8by49) [copyright holder, funder]</li>
</ul>

Author

tailor: Iterative Steps for Postprocessing Model Predictions — tailor-package

Maintainer: Max Kuhn <a href='mailto:max@posit.co'>max@posit.co</a> (<a href='https://orcid.org/0000-0003-2402-136X'>ORCID</a>)
Authors:<ul>
<li>Simon Couch <a href='mailto:simon.couch@posit.co'>simon.couch@posit.co</a></li>
<li>Hannah Frick <a href='mailto:hannah@posit.co'>hannah@posit.co</a></li>
<li>Emil HvitFeldt <a href='mailto:emil.hvitfeldt@posit.co'>emil.hvitfeldt@posit.co</a></li>
</ul>

Other contributors:<ul>
<li>Posit Software, PBC (03wc8by49) [copyright holder, funder]</li>
</ul>

tailor-package: tailor: Iterative Steps for Postprocessing Model Predictions

Description

Arguments

Author

See Also