Zuhri, H.F., Noor Azma Ismail, Wahit, F. and Amalia, A. 2026. Financial News Sentiment Classification: A Comparative Evaluation of Lexicon-Based and Machine Learning Approaches. International Journal of Basic and Applied Science. 15, 2 (Oct. 2026), 86–94. DOI:https://doi.org/10.35335/ijobas.v8i2.873.