Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
essentially measures how well our model performs by using the negative accuracy score. This approach allows us to turn our goal of maximizing accuracy into a problem of minimization, which fits neatly into our optimization framework. We carefully outline the search space for our model’s