Fig. 6

Model prediction performance by AUC and interpretation by SHAP method in different age subgroup. Figure 6 shows the AUC results for age subgroups and the explanation of the model obtained using the SHAP method. The order of Fig. 6-a ~ 6-c and Fig. 6-d ~ 6-f is people under 60 years old, people aged 60 to 64 years old, and people aged 65 and above. Figure 6-a ~ 6-c show the AUC of the three algorithms for different age subgroups. Figure 6-d ~ 6-f show the order of variable importance, that is, SHAP value, in different age subgroups