christophM / interpretable-ml-book

Book about interpretable machine learning
https://christophm.github.io/interpretable-ml-book/
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Miller's definition of interpretability #305

Open VinodS7 opened 2 years ago

VinodS7 commented 2 years ago

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 (https://github.com/christophM/interpretable-ml-book/blob/a5f0a6b4defd1007828ee459e44caf2baa885ba8/manuscript/02-interpretability.Rmd#L8)

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.