Customizing SHAP Value Computations in Amazon SageMaker XGBoost

This article guides readers through the process of customizing the computation of SHAP (SHapley Additive exPlanations) values within Amazon SageMaker’s XGBoost script mode.

This article guides readers through the process of customizing the computation of SHAP (SHapley Additive exPlanations) values within Amazon SageMaker’s XGBoost script mode. It outlines the steps to set up the environment, train the XGBoost model using either the standard estimator or through Automatic Model Tuning, and deploy the model for inference. Th…