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Explainability

eks-playn-ah-BIL-ih-tee

/ɪkˌspleɪnəˈbɪlɪtiː/

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Syllable breakdown

explainability

Dictionary meaning

The degree to which the internal mechanisms and outputs of a machine learning model can be understood and interpreted by humans

Examples

  • Regulators demanded explainability from the credit-scoring algorithm.

Synonyms: interpretability, transparency

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