is.treeshap

Does not check correctness of result, only basic checks

An efficient implementation of the 'TreeSHAP' algorithm
introduced by Lundberg et al., (2020) <doi:10.1038/s42256-019-0138-9>.
It is capable of calculating SHAP (SHapley Additive exPlanations) values
for tree-based models in polynomial time. Currently supported models include
'gbm', 'randomForest', 'ranger', 'xgboost', 'lightgbm'.

Mateusz Krzyzinski

treeshap

Compute SHAP Values for Your Tree-Based Models Using the
'TreeSHAP' Algorithm

Konrad Komisarczyk

Pawel Kozminski

Szymon Maksymiuk

Lorenz A. Kapsner

Mikolaj Spytek

Przemyslaw Biecek

is.treeshap function

<dl><dt>x</dt>
<dd>an object to check</dd></dl>

Arguments

Check whether object is a valid treeshap object — is.treeshap

<dl>

<dt>x</dt>
<dd>an object to check</dd>

</dl>

is.treeshap: Check whether object is a valid treeshap object

Description

Usage

Value

Arguments