Operational Problems: Drilling was executed below overbalanced drilling (OBD) disorders, where the hydrostatic force from the drilling mud column deliberately exceeds the formation pore pressure. To make certain machine Understanding algorithms are equally efficient and generalizable, K-fold cross-validation was employed. This method meticul