Epic 2 Architecture: Validation Layer

The Validation Layer enforces data quality contracts and pre-flight schema checks prior to model training.

• DatasetValidator: Checks shapes and null bounds.
• SchemaValidator: Enforces column names and data types.
• TargetValidator: Validates target labels and problem compatibility.
• LeakageValidator: Verifies zero feature leakage across validation splits.