Nursyam, M.R. et al. 2026. Optimizing Email Spam Detection through Handling Class Imbalance with Class Weights and Hyperparameter Using GridSearchCV. Journal of Applied Informatics and Computing. 10, 1 (Feb. 2026), 232–244. DOI:https://doi.org/10.30871/jaic.v10i1.12060.