Python, Libraries, Machine Learning, Shap, Explanation.
can be used to understand why a black-box model made a specific prediction for a given data point. They can also be used to identify potential issues with the model, such as bias or unfairness. Here is an example of how you can use the anchors library to generate anchors for a black-box model: