model_unified_multioutput.object

<p><code>model_unified_multioutput</code> object produced by <code>*.unify</code> or <code>unify</code> function.</p>

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

model_unified_multioutput.object function

Unified model representations for multi-output model — model_unified_multioutput.object

Unified model representations for multi-output model

model_unified_multioutput.object: Unified model representations for multi-output model

Description

Arguments

Value

See Also