Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
settings. While manual search requires constant involvement, it benefits from learning with each attempt. Grid search operates independently without learning from past results. Random search is also automatic but doesn’t improve over time. Model-based search combines the best features of the three