I would like to know if there is a method to compute global feature importance in R package of XGBoost using SHAP values instead of GAIN like Python package of SHAP. I mean, in XGBoost for Python there is a function to compute SHAP values at global level making the mean absolute of the SHAP value for each feature.
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