Machine Learning, Bayesian Optimization, Comet, Hyperparameter Tuning.
{best_score}") The BayesSearchCV function performs Bayesian Optimization over the hyperparameters. Why Bayesian Optimization? Using other optimization techniques, such as Grid Search, which evaluates all possible combinations, or Random Search, which samples them randomly, is computationally