A required transaction amount must be nonnegative and expressed in a known currency. The schema only checks that the amount is numeric. Which approach best fits?

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  1. Remove target leakage and rebuild an appropriately timed evaluation split.
  2. Add business-rule validation for value range and currency consistency.
  3. Profile the source data and compare results with expected constraints.
  4. Validate referential relationships and quarantine or resolve orphaned records.

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