To enhance interpretability, the SHAP framework was utilized for a match-principle–based strategy that assigns Each individual attribute a measurable influence on predictions. Electris Completions Electric powered Alternative that empowers operators to predict, adapt, and act with self-assurance—through the lifetime of the well Perspective Lost circulation refers to the unintentional Successfully Submitted (Awaiting Approval)