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A pipeline should deploy only models whose validation metric exceeds an approved threshold. Which design is most appropriate?
Published
- Use the training duration as the validation metric without a business rationale.
- Deploy every completed training job because completion proves quality.
- Remove the threshold when a candidate fails it.
- Use an evaluation step and a condition step that gates registration or deployment.
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