Python, Libraries, Machine Learning, Shap, Explanation.
the features and the predictions. Summary Python libraries such as SHAP, LIME, and Eli5 are useful tools for interpreting and understanding the predictions of machine learning models, particularly those that are complex or hard to understand, also known as “black-box models.” SHAP (SHapley Additive