Validation
Transparency and EvidenceEssentialAppliedNeeds source verification
Definition
The process of testing the model with held-out data to evaluate its performance before deployment.
Context
Researchers
Example
We need to validate the model with a validation dataset.
Governance implication
Identify who is responsible for applying and reviewing this concept in a healthcare AI workflow.
Question to ask
How does this concept affect the safety, reliability, or governance of the AI tool we use?
Relevant to
AI / IT, Data Scientist, Healthcare Leader, ML Engineer, Nurse, Pharmacist, Physician, Researcher (Suggested — not reviewed)
Source: Excel column 1, Excel column 2; ubitiquos_lang.pdf
Verification: Not independently verified
Version 0.1-draft · AI-GLOSS-0289