ML model risks · Question 58 of 60

A team has neither a test oracle nor precise requirements for a new model. Which mitigations fit these two risks?

2 answers are correct. Hard

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Answer

  • B Metamorphic testing, back-to-back or A/B testing against the test oracle problem
  • D Requirements review, red teaming and exploratory testing against poor system requirements

Explanation

Metamorphic testing, back-to-back testing and A/B testing address the test oracle problem. Requirements review, red teaming and exploratory testing help against poor system requirements.

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