Mwita, M. et al. 2023. The Effect of Hyperparameter Optimization on the Estimation of Performance Metrics in Network Traffic Prediction using the Gradient Boosting Machine Model. Engineering, Technology & Applied Science Research. 13, 3 (Jun. 2023), 10714–10720. DOI:https://doi.org/10.48084/etasr.5548.