Jayadi, P., Bhagawan, W. and Aldida, J. 2025. Class Balancing and Parameter Tuning of Machine Learning Models for Enhancing Aphrodisiac Herbal Plant Classification. Journal of Informatics Information System Software Engineering and Applications (INISTA). 7, 2 (May 2025), 183-192. DOI:https://doi.org/10.20895/inista.v7i2.1832.