Neural networks · Question 59 of 60
A team wants to check whether its tests also cover behavior beyond the neuron outputs observed in training. Which coverage measure fits best?
1 answer is correct. Hard
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Answer
- B Neuron boundary coverage (NBC)
Explanation
NBC measures the proportion of neurons whose output during testing is above the training maximum or below the training minimum. It thus targets precisely behavior beyond the range observed in training. kMNC considers sections within the possible output range, and neuron coverage a fixed threshold.