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In this tutorial, I walk you through SHAP (SHapley Additive exPlanations) - one of the most powerful tools for understanding what your machine learning models are actually doing. I explain SHAP using a simple game theory analogy: if a team of 5 people wins $1000, how do you fairly divide the prize based on each person's contribution? SHAP ...
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