Functional performance testing · Question 52 of 60

Which test report is appropriate for probabilistic ML systems?

1 answer is correct. Hard

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Answer

  • D "Accuracy: 94%, margin of error ±4%, confidence level 95%."

Explanation

Instead of just counting how many tests passed, the result is stated with its statistical uncertainty. Margin of error and confidence level show the range in which performance in operation is likely to lie, and this helps decide whether the model may go live.

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