In another study [57], Naïve Bayes, Decision Tree, Support Vector Machine SVM, and Random Forest were used to predict diabetes in children using glucose, blood pressure, skin thickness, insulin, BMI, age, and family history of diabetes. Here, INS is linked to diabetes mellitus.