SHAP Partial Dependence Plot Alignment Issue in Linear Regression with Train-Test Split
What will you learn? Discover how to resolve the problem of misaligned SHAP partial dependence plots in linear regression caused by train-test splits. Learn how to recalculate SHAP values using only the training set data for accurate interpretation. Introduction to the Problem and Solution When creating SHAP (SHapley Additive exPlanations) partial dependence plots post splitting … Read more