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Explainability vs Interpretability - What's the difference?

explainability | interpretability |

As nouns the difference between explainability and interpretability

is that explainability is the state of being explainable while interpretability is the ability to be interpreted.

explainability

English

Noun

(explainabilities)
  • The state of being explainable.

    • Synonyms

    * explicability

    interpretability

    English

    Noun

    (-)
  • The ability to be interpreted
  • *{{quote-journal, 2008, date=August 1, Michael Baumgartner, The Causal Chain Problem, Erkenntnis, url=, doi=10.1007/s10670-008-9113-2, volume=69, issue=2, pages=
    • , passage=Data collection, of course, has to comply with specific constraints that guarantee the causal interpretability of that data. }}