Fig. 6

Interpretability of the XGBoost model. A SHAP summary plot. B SHAP feature importance plot. C SHAP values explain the probability of occurrence of the first sample maxillary sinus cyst. D SHAP values explain the probability of occurrence of the second sample maxillary sinus cyst