Model documentation · Question 45 of 60
Which mappings of content and section of ML model documentation are correct?
4 answers are correct. Hard
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Answer
- A Validation dataset, thresholds and actual performance: functional
- B Assumptions and ML algorithm: design
- C Latency, resource utilization and AI robustness: non-functional
- E Identifiers, version, license and hardware needs: general
Explanation
The checklist assigns assumptions, technical decisions and the algorithm to design, scalability, reliability, availability, performance efficiency, maintainability and robustness to the non-functional part, measures, validation dataset, thresholds and actual performance to the functional part, and identifiers, version, license and hardware needs to the general part. Rollback belongs to operational, labels and size to datasets.