Fundamentals of testing AI-based systems · Question 48 of 60

For an image classification model there are many unlabeled test images but no expected results. Which approach fits?

1 answer is correct. Hard

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Answer

  • B A proxy oracle, for example a model trained on labeled data that assesses the unlabeled tests

Explanation

If there is no expected result, another system or model can assess the outputs, including a second AI (proxy oracle). A typical case is a helper model trained on labeled data that then judges the cases without labels.

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