Hong Kong Healthcare Artificial Intelligence SocietyHong Kong Healthcare Artificial Intelligence Society

Knowledge Check: Technical Aspects

Test your understanding of EMA technical requirements for AI/ML models.

Passing score: 70%

1. In ML, "validation" data is primarily used for:
2. Which performance metric does EMA highlight as insensitive to class imbalances?
3. Transparent models are preferred over black box models, everything else being equal.
4. For high-risk deployment, non-trivial changes in the software/hardware stack require: