Explainability
Explainability: The ability to provide understandable explanations of factors and processes associated with a model result. Explanations can be global or local and must suit the audience. A plausible narrative does not guarantee fidelity to actual computation and must be evaluated separately.
In italiano: ExplainabilityLegge V · Overfitting, bias e collasso dei modelliExplanations can be global or local and must suit the audience. A plausible narrative does not guarantee fidelity to actual computation and must be evaluated separately.
Examples
- Explaining a rejection
- Most influential features
- Report for an auditor