Fig. 7

Feature importance analysis using SHAP values. The plot shows the impact of each feature on model predictions, where each point represents a single prediction. Features are ordered by their absolute SHAP values, with higher values indicating a stronger influence on PNC predictions. Colours represent the feature value (blue for low, red for high).