Explain Your Model with the SHAP Values
Published in
13 min readSep 14, 2019
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…