- This question delves into the significance of choosing metrics that align with the business objectives or real-world application of the model, and discusses the potential consequences of selecting metrics that do not accurately reflect model effectiveness.
3. **How can performance metrics be used to identify areas for improvement in a machine learning model, and what strategies can be employed to address these areas?
