Python, Libraries, Machine Learning, Shap, Explanation.
vicinity of a specific instance by fitting a simple interpretable model, such as a linear model or a decision tree, to the instance’s neighborhood. This approach allows to understand how the complex model is making its predictions locally, by providing a linear approximation of the model’s decision