Model Perspective
Mar 4, 2023 · Artificial Intelligence
How Shapley Values Reveal Fair Profit Splits and Explain Machine Learning Models
This article introduces the Shapley value concept, its fairness axioms, demonstrates its use in a profit‑allocation problem and in interpreting machine‑learning models with SHAP, and provides complete Python implementations for both cases.
PythonSHAPShapley value
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