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>> Interpretability obviously doesn't hurt accuracy.

Why do you say this? From what i have seen it certainly can and does. For some industries finding a trade off where the magic is.

https://link.springer.com/article/10.1007/s10664-018-9638-1

https://www.oreilly.com/ideas/predictive-modeling-striking-a...



You can take nearly any black box model and add some interpretability into it, without modifying this model. No modifications to the model, so accuracy stays the same.




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