denotes the dynamic shear in the model, n may be the movement sample index, dimensionless; and K will be the consistency factor on the drilling fluid, Pa·sn. By assessing its impact throughout all feature combinations, SHAP supplies a consistent, mathematically audio explanation of model conduct, clarifying how individual variables form the