Nurul Hanifa Lubis and Ismail Husein 2026. Integrating Principal Component Analysis and Random Forest for Classifying University Students’ Transportation Mode Choice in Medan, Indonesia. Journal of Computers and Digital Business. 5, 3 (Aug. 2026), 249–257. DOI:https://doi.org/10.56427/jcbd.v5i3.1053.