Software Testing

Exercise Question, (5) Test Selection II

Name and describe two variants of test oracles that can be used to check the correctness of the classifier output (machine-learned models)

  • Majority voting by multiple NNs with the same functionality
  • (Domain-specific) metamorphic relations
    • E.g. a relationship that defines that a car should behave similarly under different lighting conditions

Diskussion