Neural networks · Question 60 of 60
A test manager wants to use classic statement and branch coverage as the main measure for a neural network. What speaks against this?
2 answers are correct. Hard
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Answer
- B Special measures such as neuron coverage, kMNC and NBC have been developed for this
- D The behavior of the network is not determined by coded paths but by learned weights, bias values and activations
Explanation
Neural networks do not follow explicitly coded paths; their behavior results from learned weights, bias values and activations. Specialized coverage measures have therefore emerged that measure the extent to which different parts of the network were activated under test conditions, such as neuron coverage, kMNC and NBC.