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The Mythos of Model Interpretability: In machine learning, the concept of interpretability is both important and slippery.

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The Mythos of Model Interpretability: In machine learning, the concept of interpretability is both important and slippery.

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Abstract

Supervised machine-learning models boast remarkable predictive capabilities. But can you trust your model? Will it work in deployment? What else can it tell you about the world?

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