To enhance interpretability, the SHAP framework was used for a game-concept–dependent system that assigns each aspect a measurable effect on predictions. Even though desired, stopping lost circulation wholly isn't always doable or essential. Controlled losses enable drilling to carry on while trying to keep the wellbore entire, protecting