The Shapley value is sole profit allocation strategy that satisfies all four requirements-linearity, symmetry, efficiency and null player. The concept of Shapley value is utilized and SHapley Additive exPlanation (SHAP) are derived. SHAP represents the outcome of patient j, denoted as f (x (j) ), as the total contributions from each feature i, denoted as ϕ i (x