Nie, Y. 2026. Predicting Diabetes Using Machine Learning: A Comparative Study of Logistic Regression, k-NN, and SVM. Academic Journal of Science and Technology. 19, 2 (Jan. 2026), 432–438. DOI:https://doi.org/10.54097/y8w43a98.