3. **In the context of business performance, how can organizations effectively balance short-term performance metrics with long-term strategic goals, and what are the potential risks of over-relyi...
2. **How can the use of performance metrics such as precision, recall, and F1-score provide a more comprehensive evaluation of a model in scenarios with imbalanced datasets?
**What are the key performance metrics to consider when evaluating the effectiveness of a machine learning model, and how do they differ depending on the type of problem (e.g., classification, regr...
What are the common challenges faced during policy implementation, and what strategies can be employed to address these challenges and ensure successful policy outcomes?
How can data and evidence be utilized to inform and improve policy development, ensuring that policies are both effective and equitable?
What are the key stages involved in the policy development process, and how can stakeholders be effectively engaged at each stage?
These questions cover a broad range of topics within financial risk, including identification, regulatory aspects, and specific financial instruments.?
3. **In what ways can the use of financial derivatives both mitigate and exacerbate financial risk for corporations and individual investors?
2. **How does systemic risk differ from other types of financial risk, and what measures can be taken by regulatory bodies to prevent systemic failures in the financial system?
**What are the main types of financial risk faced by businesses and investors, and how can they be mitigated?