How to create and interpret SHAP plots: waterfall, force, decision, mean SHAP, and beeswarm — For a given prediction, SHAP values can tell us how much each factor in a model has contributed to the prediction. We can also aggregate SHAP values to understand how the model makes predictions in general. Ultimately, we can use SHAP values to identify and visualise important relationships in our…