fig7

Figure 7. XGBoost model performance and SHAP analysis for three feature subsets. (A-C) Predicted versus experimental thermal conductivity; SHAP analysis results in (D-F) mean absolute SHAP values for each feature; (G-I) SHAP beeswarm plots. SHAP: Shapley Additive Explanations.