To boost interpretability, the SHAP framework was utilized to be a game-theory–primarily based approach that assigns Every single element a measurable effect on predictions. To ensure equipment Finding out algorithms are each effective and generalizable, K-fold cross-validation was applied. This strategy meticulously divides the dataset in