ML model risks · Question 25 of 60
Which mitigations fit model updates that introduce defects or decrease functional performance?
2 answers are correct. Medium
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Answer
- A Back-to-back testing against new defects from updates
- B A/B testing against decreasing functional performance from updates
Explanation
Back-to-back testing helps against defects introduced by model updates, and A/B testing against updates that decrease functional performance. Smoke tests target immediate failures after deployment.