print.kernelshap

Efficient implementation of Kernel SHAP, see Lundberg and Lee
(2017), and Covert and Lee (2021)
<http://proceedings.mlr.press/v130/covert21a>. Furthermore, for up to
14 features, exact permutation SHAP values can be calculated. The
package plays well together with meta-learning packages like
'tidymodels', 'caret' or 'mlr3'. Visualizations can be done using the
R package 'shapviz'.

Michael Mayer

kernelshap

Kernel SHAP

David Watson

Przemyslaw Biecek

print.kernelshap function

<dl><dt>x</dt>
<dd>An object of class "kernelshap".</dd>
<dt>n</dt>
<dd>Maximum number of rows of SHAP values to print.</dd>
<dt>...</dt>
<dd>Further arguments passed from other methods.</dd></dl>

Arguments

Prints "kernelshap" Object — print.kernelshap

<dl>

<dt>x</dt>
<dd>An object of class "kernelshap".</dd>


<dt>n</dt>
<dd>Maximum number of rows of SHAP values to print.</dd>


<dt>...</dt>
<dd>Further arguments passed from other methods.</dd>

</dl>

print.kernelshap: Prints "kernelshap" Object

Description

Usage

Value

Arguments

See Also

Examples