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.