Nasution, N. et al. 2025. Predicting Heart Disease Using Machine Learning: An Evaluation of Logistic Regression, Random Forest, SVM, and KNN Models on the UCI Heart Disease Dataset. IT Journal Research and Development. 9, 2 (Apr. 2025), 140–150. DOI:https://doi.org/10.25299/itjrd.2025.17941.