To improve interpretability, the SHAP framework was used for a recreation-principle–dependent strategy that assigns Every characteristic a measurable impact on predictions. This proactive approach can help reduce strain drops that would result in fluid loss incidents, represented via the pressure gradient (ΔP) inside the wellbore: Width, top, size, and waiting for link from Forum Profiles (6)