Operational Disorders: Drilling was carried out below overbalanced drilling (OBD) circumstances, in which the hydrostatic tension with the drilling mud column intentionally exceeds the development pore tension. To guarantee machine Discovering algorithms are both equally productive and generalizable, K-fold cross-validation was utilised. Thi