Opeyemi J Awotunde

Hyperparameter Tuning in Machine Learning: A Comprehensive Review

Justus A Ilemobayo, Olamide Durodola, Oreoluwa Alade, Opeyemi J Awotunde, Adewumi T Olanrewaju, Olumide Falana, Adedolapo Ogungbire, Abraham Osinuga, Dabira Ogunbiyi, Ark Ifeanyi, Ikenna E Odezuligbo & Oluwagbotemi E Edu · Journal of Engineering Research and Reports · 2024

Hyperparameter tuning is essential for optimizing the performance and generalization of machine learning (ML) models. This review explores the critical role of hyperparameter tuning in ML, detailing its importance, applications, and various optimization techniques. Key factors in...