To improve interpretability, the SHAP framework was used being a sport-concept–primarily based system that assigns each feature a measurable influence on predictions. The results of lost circulation is as small as the loss of some pounds of drilling fluid, or as disastrous for a blowout and loss of daily life, so near monitoring of tanks,