Model documentation · Question 46 of 60
A team is to describe the model and training data of a high-risk system to a regulator in a standardized way. Which documentation frameworks are suitable, and for what?
2 answers are correct. Hard
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Answer
- A Datasheets for datasets for the motivation, composition, collection process and uses of the data
- C Model cards for the intended uses, evaluation results and ethical considerations of the model
Explanation
A model card is a short profile: what the model is intended for, how it performed in tests and which ethical questions it raises. A datasheet for datasets describes according to a fixed scheme why a dataset was created, what it contains, how it was collected and what it is suitable for. High-risk systems often only go live after passing a documentation audit.