A validation comparison uses five random seeds and reports a distribution. Why is this useful?

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  1. It makes every hyperparameter choice equally good
  2. It eliminates the need for a held-out dataset
  3. It proves all future deployments will match the mean
  4. It exposes variability beyond a single favorable run

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