IAPP
AIGP · Question #83
Testing data is defined as a subset of data that is used to:
The correct answer is C. Provide a robust evaluation of a final model.. Testing data is used to provide an unbiased evaluation of the final model's performance before
AI Models and Data
Question
Testing data is defined as a subset of data that is used to:
Options
- AAssess a model's on-going performance in production.
- BEnable a model to discover and learn patterns.
- CProvide a robust evaluation of a final model.
- DEvaluate a model's handling of randomized edge cases.
How the community answered
(28 responses)- A7% (2)
- C89% (25)
- D4% (1)
Explanation
Testing data is used to provide an unbiased evaluation of the final model's performance before
Topics
#testing data#model evaluation#train-test split#ML lifecycle
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