As shown in Fig. 5, partial dependency plots for age, CAT scores, gross annual income, BMI, SBP, and DBP were generated to analyse the influence of these six characteristics on predicted COPD risk. The gene discussed is CAT; the disease is chronic obstructive pulmonary disease.