Coronary heart disease is one of disease that causes abnormalities in heart function. Coronary heart disease has 4 stages from stage 1 to stage 4. This study uses the Naive Bayes method in classifying 5 classes of heart disease stages because other studies using the Naive Bayes method produce a fairly high accuracy value and can be used on categorical data. Classification of 5 classes of heart …