denotes the dynamic shear of the design, n would be the circulation pattern index, dimensionless; and K would be the regularity component in the drilling fluid, Pa·sn. To be certain equipment learning algorithms are each successful and generalizable, K-fold cross-validation was utilized. This solution meticulously divides the dataset into �