Fig. 4

Global model explanation by the SHAP method for the TabNet model. SHAP dependence plot for KILLIP 1 classification (1005 patients). Each dot represents a patient and shows how a single feature affects the model’s output. SHAP values greater than zero push the decision toward the “KILLIP 1” class