Explainable AI (XAI) Methods Part 5— Global Surrogate Models

If the algorithm you are using is a black-box model, why not use a interpretable model that mimics the behavior of the original?

Seungjun (Josh) Kim
Towards Data Science
7 min readFeb 13, 2022

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Review of Previous Posts

Explainable Machine Learning (XAI) refers to efforts to make sure that artificial…

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