Fundamentals of testing AI-based systems · Question 29 of 60

Which approaches exist for the test oracle problem?

4 answers are correct. Medium

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Answer

  • A Specialized techniques such as A/B, back-to-back and metamorphic testing
  • D Using proxy oracles
  • E Consulting domain experts
  • F Defining output boundaries and environmental boundaries

Explanation

Approaches are output boundaries (acceptable ranges, tolerances), environmental boundaries (specified test conditions such as lighting or latency), expert consultation, specialized techniques such as A/B, back-to-back and metamorphic testing, which often do not require explicit expected outputs, and proxy oracles.

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