interpretability

English

Etymology

From interpretable +‎ -ity.

Noun

interpretability (countable and uncountable, plural interpretabilities)

  1. The ability to be interpreted.
    • 2008 August 1, Michael Baumgartner, “The Causal Chain Problem”, in Erkenntnis, volume 69, number 2, →DOI:
      Data collection, of course, has to comply with specific constraints that guarantee the causal interpretability of that data.
    • 2022 June 30, Adam Zewe, “Building explainability into the components of machine-learning models”, in MIT News‎[1]:
      MIT researchers are striving to improve the interpretability of features so decision makers will be more comfortable using the outputs of machine-learning models.

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