Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?

The correct answer is C. Sign change coverage. Coverage for Neuron Activation Values: Sign change coverage is used to ensure that test cases cause each neuron to achieve both positive and negative activation values. This type of coverage ensures that the neurons are thoroughly tested under different activation states.

Testing of AI-based Systems

Question

Options

AValue coverage
BThreshold coverage
CSign change coverage
DNeuron coverage

How the community answered

(58 responses)

A
5% (3)
B
9% (5)
C
72% (42)
D
14% (8)

Explanation

Coverage for Neuron Activation Values: Sign change coverage is used to ensure that test cases cause each neuron to achieve both positive and negative activation values. This type of coverage ensures that the neurons are thoroughly tested under different activation states.

Topics

#sign-change coverage#neural network coverage#neuron activation#structural coverage

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