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Related Questions
- How does domain knowledge influence the selection of relevant features for context-aware metrics?
- What are the trade-offs between interpretability and model performance in context-aware metrics, and how can domain knowledge help balance these competing goals?
- Can you provide examples of domain-specific metrics that prioritize interpretability over model performance, and vice versa?
- How does domain knowledge inform the design of metrics that capture nuanced context-dependent relationships?
- What role does domain knowledge play in ensuring that context-aware metrics are robust to changes in the underlying data distribution?
- How can domain knowledge be used to develop metrics that are explainable and transparent, while still maintaining high model performance?
- What are some common pitfalls to avoid when designing context-aware metrics, and how can domain knowledge help mitigate these risks?
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