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A deployed model performs much worse for an important user subgroup than its aggregate score suggests. Which approach best fits?
Published
- Monitor feature distribution drift and investigate its impact.
- Monitor serving reliability separately from model-quality metrics.
- Evaluate and monitor relevant subgroup metrics.
- Monitor task-quality metrics using the delayed ground truth.
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