Machine Learning, Bayesian Optimization, Comet, Hyperparameter Tuning.
Initialize the Bayesian optimizer: optimizer = BayesSearchCV( estimator=XGBClassifier(n_jobs=1), search_spaces=param_space, scoring='accuracy', cv=3, n_iter=50, ) BayesSearchCV takes care of the Bayesian Optimization loop. It iteratively updates the model and selects new hyperparameters to