3. **What are some common challenges associated with interpreting and improving performance metrics in complex systems, and how can these challenges be addressed to ensure accurate and actionable ...
**What are the key performance metrics for evaluating the effectiveness of a machine learning model, and how do they differ depending on the type of problem (e.g., classification vs. regression)?
2. **How can organizations utilize performance metrics to drive continuous improvement and ensure alignment with strategic goals?
3. **What are the potential pitfalls of relying too heavily on certain performance metrics, and how can bias or misinterpretation of these metrics be mitigated?