Before revision: Bayesian Optimization (BO) is a successful methodology to tune the hyperparametersof machine learning algorithms.
After revision: Tuning machine learning models with Bayesian optimization (BO) is a successful methodology to tune the hyperparametersof machine learning algorithms.