LIME vs. SHAP: Which is Better for Explaining Machine Learning Models?

Two of the most popular Explainers compared

Dario Radečić
Towards Data Science
5 min readDec 14, 2020

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Photo by Lucas Santos on Unsplash

Do you want to use machine learning in production? Good luck explaining predictions to non-technical folks. LIME and SHAP can help.

Explainable machine learning is a term any modern-day data scientist should know. Today you’ll see how the two most…

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