To enhance interpretability, the SHAP framework was used being a video game-theory–based mostly system that assigns each aspect a measurable effect on predictions. Although desired, halting lost circulation completely is not usually attainable or demanded. Controlled losses allow drilling to carry on even though retaining the wellbore complete, preventing Successfully Submitted (Awaiting Approval)