IAPP Artificial Intelligence Governance Professional (AIGP) — Question 49

Testing data is defined as a subset of data that is used to:

Answer options

• A. Assess a model’s on-going performance in production.
• B. Enable a model to discover and learn patterns.
• C. Provide a robust evaluation of a final model.
• D. Evaluate a model’s handling of randomized edge cases.

Correct answer: C

Explanation

The correct answer is C because testing data is specifically used to evaluate the final model's performance after it has been trained. Options A, B, and D describe different aspects of model assessment or training phases rather than the evaluation of the final model.