shap.utils.potential_interactions
- shap.utils.potential_interactions(shap_values_column, shap_values_matrix)
Order other features by how much interaction they seem to have with the feature at the given index.
This just bins the SHAP values for a feature along that feature’s value. For true Shapley interaction index values for SHAP see the interaction_contribs option implemented in XGBoost.