Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
parameters. This method systematically refines hyperparameters, focusing on combinations most likely to yield better performance, thus enhancing the model’s generalization ability on test data. In this article, we will explore model-based search using Bayesian optimization with an example from