Advantages and Disadvantages of the SMBO Method

Understand how Sequential Model-Based Optimization (SMBO) balances exploration and exploitation for hyperparameter optimization. Learn its benefits in efficient resource use and automated tuning, alongside challenges like reliance on initial parameters and risk of local minima.