Tuning Methods

Tuning methods refer to strategies used to optimize the performance of systems or models, such as software algorithms or machine learning models. They involve adjusting settings or parameters to improve efficiency, accuracy, or speed. Examples include manual tuning, where experts tweak settings; automated tuning, which uses algorithms to find the best configuration; and grid or random search, systematically testing different options. Proper tuning ensures the system functions effectively under various conditions, enhancing overall performance without manual intervention or trial-and-error.