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

Documentation for package ‘treeshap’ version 0.3.1

colors_breakdown_drwhy	DrWhy color palettes for ggplot objects
colors_discrete_drwhy	DrWhy color palettes for ggplot objects
fifa20	Attributes of all players in FIFA 20
gbm.unify	Unify GBM model
is.model_unified	Check whether object is a valid model_unified object
is.treeshap	Check whether object is a valid treeshap object
lightgbm.unify	Unify LightGBM model
model_unified.object	Unified model representation
model_unified_multioutput.object	Unified model representations for multi-output model
plot_contribution	SHAP value based Break-Down plot
plot_feature_dependence	SHAP value based Feature Dependence plot
plot_feature_importance	SHAP value based Feature Importance plot
plot_interaction	SHAP Interaction value plot
predict.model_unified	Predict
print.model_unified	Prints model_unified objects
print.model_unified_multioutput	Prints model_unified_multioutput objects
print.treeshap	Prints treeshap objects
print.treeshap_multioutput	Prints treeshap_multioutput objects
randomForest.unify	Unify randomForest model
ranger.unify	Unify ranger model
ranger_surv.unify	Unify ranger survival model
set_reference_dataset	Set reference dataset
theme_drwhy	DrWhy Theme for ggplot objects
theme_drwhy_vertical	DrWhy Theme for ggplot objects
treeshap	Calculate SHAP values of a tree ensemble model.
treeshap.object	treeshap results
treeshap_multioutput.object	treeshap results for multi-output model
unify	Unify tree-based model
xgboost.unify	Unify XGBoost model