Miller's definition of interpretability

[VinodS7]

The citation for Miller's definition of interpretability should probably be attributed to Biran and Cotton since Miller cites them as the source for the definition (

interpretable-ml-book/manuscript/02-interpretability.Rmd

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A (non-mathematical) definition of interpretability that I like by Miller (2017)[^Miller2017] is:

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However, it does look like Miller paraphrases the definition provided by Biran and Cotton so I guess it is not as clear cut.

O. Biran, C. Cotton, Explanation and justification in machine learning: A survey, in: IJCAI 2017
Workshop on Explainable Arti cial Intelligence (XAI), 8{13, 2017.