To improve interpretability, the SHAP framework was utilized being a game-idea–primarily based strategy that assigns each attribute a measurable influence on predictions. By examining its affect throughout all characteristic combinations, SHAP presents a dependable, mathematically seem clarification of model actions, clarifying how personal variables form the output. Prior to https://vertechs21.wordpress.com/2026/04/24/enhancing-drilling-efficiency-the-role-of-fluid-rheology-in-realology-monitoring-systems/