Which of the following neural network coverage criteria can be adapted for its application?

The correct answer is C. Threshold coverage. Section4.2 - Test Coverage Criteria for AI Modelsof the ISTQB CT-AI syllabus describes neural network-specific coverage methods. Among the techniques,threshold coverageis explicitly noted asadaptable, meaning testers may choose different thresholds to determine whether neuron…

Specific Approaches to Testing AI-based Systems

Question

Options

ASign-Sign coverage
BSign-Change coverage
CThreshold coverage
DNeuron coverage

How the community answered

(35 responses)

A
9% (3)
B
3% (1)
C
83% (29)
D
6% (2)

Explanation

Section4.2 - Test Coverage Criteria for AI Modelsof the ISTQB CT-AI syllabus describes neural network-specific coverage methods. Among the techniques,threshold coverageis explicitly noted asadaptable, meaning testers may choose different thresholds to determine whether neuron activation is considered "covered." This flexibility makes threshold coverage adjustable to the model architecture, problem domain, and required test thoroughness.

Topics

#neural network coverage#threshold coverage#neuron coverage#structural coverage

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