How to get SHAP values

Hello, I am trying to get shap values using the contribPredictionCol.

I tried doing this

Val booster= new XGBoostClassifier(
Map(“contribPredictionCol”-> “contribution”))

I set other parameters inside map as well, but when I do the predictions I do not see the shap values, can anyone help what else needs to be done.