Consider a situation where you are tuning hyperparameters for a machine learning model that is sensitive to overfitting. Discuss how you would use Hyperopt to address this issue, including the selection of appropriate search algorithms, the definition of the search space, and the use of validation metrics. | Databricks Certified Machine Learning - Associate Quiz