Quality characteristics according to ISO/IEC 25059 · Question 3 of 60
Why was the characteristic of functional correctness adjusted for AI-based systems?
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Answer
- C Because probabilistic ML systems cannot guarantee perfect accuracy and a certain error rate is expected
Explanation
A probabilistic ML system will sometimes be wrong. ISO/IEC 25059 therefore does not demand zero errors, but counts correct and incorrect outputs and specifies how many errors are still acceptable. The variability that comes with AI is thus planned for from the start.