Data Science Fundamentals

Explaining Scikit-learn models with SHAP

Towards explainable AI

Towards Data Science
11 min readNov 2, 2021

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Explainable AI (XAI) helps build trust and confidence in machine learning models by making them more transparent. XAI is a set of tools and frameworks that can be used to understand and interpret how a machine learning model makes decisions. One useful XAI tool is the SHAP library in…

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