To reinforce interpretability, the SHAP framework was utilized like a game-idea–primarily based system that assigns Each and every attribute a measurable effect on predictions. K-fold cross-validation is especially valuable for stopping overfitting, mainly because it will allow us to totally evaluate a model’s predictive functionality on