Test Data

Untouched data for objective performance evaluation.

---

Test data are used only at the end to measure true generalization.

• Requirements: Clean holdout, representative of deployment, no data leakage.
• Metrics: Task-appropriate (e.g., F1 instead of accuracy for imbalanced data).
• Practice: Report with confidence intervals, error analysis, and limitation notes.