IAPP Artificial Intelligence Governance Professional (AIGP) — Question 88

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

Answer options

• A. Asses 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 utilized to evaluate the performance and accuracy of a finalized model before it is deployed. Option A refers to performance monitoring rather than evaluation, B describes the training process, and D addresses edge case testing, which is not the primary role of testing data.