SHAP description

SHapley Additive exPlanations (SHAP) are based on “Shapley values” developed by Shapley.

Shapley problem description

• Some players cooperates and obtains a certain overall gain from the cooperation.
• The cooperation may bring more benefit than individual actions.
• How to distribute the generated surplus among the players if not all players are identical is the problem to solve.