Explain Your Model with the SHAP Values

Chris Kuo/Dr. Dataman
Dataman in AI
Published in
13 min readSep 14, 2019

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Better Interpretability Leads to Better Adoption

Is your highly-trained model easy to understand? A sophisticated machine learning algorithm usually can produce accurate predictions, but its notorious “black box” nature does not help adoption at all. Think about this: If you ask me to swallow a black pill without telling me what’s in it, I certainly don’t want to swallow it. The interpretability…

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Chris Kuo/Dr. Dataman
Dataman in AI

The Dataman articles are my reflections on data science and teaching notes at Columbia University https://sps.columbia.edu/faculty/chris-kuo