Meaning of Shapley Values

Simple definition

Shapley values are a game theory concept used in machine learning to fairly distribute credit among features based on their contribution to a prediction.

How to use Shapley Values in a professional context

Shapley values are integral to explainable AI (XAI), helping stakeholders understand which features influence model predictions.

Concrete example of Shapley Values

A credit scoring model uses Shapley values to explain how income, credit history, and loan amount contribute to a customer’s score.