Neural networks · Question 58 of 60

The test evaluation shows that a group of neurons in a hidden layer is never activated. How should a tester react?

2 answers are correct. Hard

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Answer

  • A Consider the performance at the related decision boundaries as questionable
  • C Design additional test inputs or test conditions that exercise these parts of the network

Explanation

Coverage measures reveal untested areas that may hide defects or unlearned behaviors. If certain neurons or layers never activate, the performance at the related decision boundaries is questionable. Testers should then design additional test inputs or conditions to explore these areas.

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