Functional performance testing · Question 12 of 60
How should a test report on the functional performance of a probabilistic ML model be worded?
1 answer is correct. Easy
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Answer
- D With statistical confidence, for example "accuracy of 94% ±4% at the 95% confidence level"
Explanation
Instead of "570 of 601 tests passed", the report states the result with its statistical uncertainty, for example: "Accuracy 94% ±4% at 95% confidence." From this, those involved can see the range in which performance in real operation is likely to lie.