ML model risks · Question 22 of 60
Which mitigations help against the test oracle problem for ML models?
3 answers are correct. Medium
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Answer
- A A/B testing
- C Back-to-back testing
- E Metamorphic testing
Explanation
Metamorphic testing, back-to-back testing and A/B testing help against the test oracle problem. These techniques compare behaviors or verify properties without needing an explicit expected result for every case.