Neural networks · Question 17 of 60

Why are special coverage measures needed for neural networks?

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Answer

  • C Because their behavior is not determined by coded paths but by learned weights, bias values and activations

Explanation

A neural network has no programmed branches that could be covered as with code. What it does lies in the learned weights, bias values and activations. Dedicated coverage measures therefore measure which parts of the network became active at all during testing.

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