regression.check_vfold_cv_para

Check that <code>regression.vfold_cv_para</code> is either NULL or a named list that only contains recognized parameters.

internal

Complex machine learning models are often hard to interpret. However, in
many situations it is crucial to understand and explain why a model made a specific
prediction. Shapley values is the only method for such prediction explanation framework
with a solid theoretical foundation. Previously known methods for estimating the Shapley
values do, however, assume feature independence. This package implements methods which accounts for any feature
dependence, and thereby produces more accurate estimates of the true Shapley values.
An accompanying 'Python' wrapper ('shaprpy') is available through the GitHub repository.

Martin Jullum

shapr

Prediction Explanation with Dependence-Aware Shapley Values

Lars Henry Berge Olsen

Annabelle Redelmeier

Jon Lachmann

Nikolai Sellereite

Anders Løland

Jens Christian Wahl

Camilla Lingjærde

Norsk Regnesentral 

regression.check_vfold_cv_para function

<dl><dt>regression.vfold_cv_para</dt>
<dd>Either <code>NULL</code> (default) or a named list containing
the parameters to be sent to <code><a href="https://rsample.tidymodels.org/reference/vfold_cv.html">rsample::vfold_cv()</a></code>. See the regression vignette for
several examples.</dd></dl>

Arguments

Author

Check the parameters that are sent to rsample::vfold_cv() — regression.check_vfold_cv_para

<dl>

<dt>regression.vfold_cv_para</dt>
<dd>Either <code>NULL</code> (default) or a named list containing
the parameters to be sent to <code><a href='https://rsample.tidymodels.org/reference/vfold_cv.html'>rsample::vfold_cv()</a></code>. See the regression vignette for
several examples.</dd>

</dl>

Check the parameters that are sent to <code><a href='https://rsample.tidymodels.org/reference/vfold_cv.html'>rsample::vfold_cv()</a></code>

Check the parameters that are sent to <code><a href="https://rsample.tidymodels.org/reference/vfold_cv.html">rsample::vfold_cv()</a></code>

regression.check_vfold_cv_para: Check the parameters that are sent to `rsample::vfold_cv()`

Description

Usage

Arguments

Author