ML development risks · Question 37 of 60
Against which risks does smoke testing help?
3 answers are correct. Medium
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Answer
- B A deployed model is incompatible with the operational environment
- D Defective framework installation or build
- E Deployment defects, for example when generating a version for a target platform
Explanation
Smoke testing helps against a defective framework installation or build, against deployment defects and against models incompatible with the operational environment. Usability problems are addressed by usability testing, and data allocation by a data allocation review.