Interpretability
nounid
4947·updated Aug 28, 2026verified
The ability to understand the value and accuracy of system output. Interpretability refers to the extent to which a cause and effect can be observed within a system or to which what is going to happen given a change in input or algorithmic parameters can be predicted.
Attested in
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Classifications
Entity Type
Capability72%llm-generatedllm:claude-haiku-4-5
Sensitivity
unclassified
Information Class
unclassified
Variants
- synonym
- explainability
- plural
- Interpretabilities
- possessive
- Interpretability's
- pluralpossessive
- Interpretabilities'
Framework definitions
- §1
- The ability to explain or to present an ML model’s reasoning in understandable terms to a human
- §1
- The ability to understand the value and accuracy of system output. Interpretability refers to the extent to which a cause and effect can be observed within a system or to which what is going to happen given a change in input or algorithmic parameters can be predicted.
- §1 · legacy_primary
- The ability to understand the value and accuracy of system output. Interpretability refers to the extent to which a cause and effect can be observed within a system or to which what is going to happen given a change in input or algorithmic parameters can be predicted.DR-088 backfill from the noun definition column
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Incoming relationships
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