Explainability
nounid
4882·updated May 13, 2026candidate
No definition recorded.
Classifications
Entity Type
Unknown—glossary_import_default_pending_classifier
Sensitivity
unclassified
Information Class
unclassified
Variants
- synonym
- interpretability
- plural
- Explainabilities
- possessive
- Explainability's
- pluralpossessive
- Explainabilities'
Framework definitions
- §1
- Within the context of AI, the extent to which AI decisioning processes and outcomes are reasonably understood.
- §1
- The ability to provide a human interpretable explanation for a machine learning prediction and produce insights about the causes of decisions, potentially to line up with human reasoning.
- §1
- A characteristic of an AI system in which there is provision of accompanying evidence or reasons for system output in a manner that is meaningful or understandable to individual users (as well as to developers and auditors) and reflects the system’s process for generating the output (e.g., what alternatives were considered, but not proposed, and why not).
Outgoing relationships
No outgoing triples
This term is not the subject of any RDF-style relationship yet.
Incoming relationships
No incoming triples
No other term currently asserts a relationship to this one.