Fig. 2

SHAP-based interpretability analysis of key predictors for SF severity. (A) SHAP feature importance plot. (B) SHAP summary plot. (C) SHAP dependence plot for UF. (D) SHAP dependence plot for pain level score.

SHAP-based interpretability analysis of key predictors for SF severity. (A) SHAP feature importance plot. (B) SHAP summary plot. (C) SHAP dependence plot for UF. (D) SHAP dependence plot for pain level score.