To enhance interpretability, the SHAP framework was utilized to be a game-concept–based mostly process that assigns each element a measurable impact on predictions. Peak of fracture: width of fracture entrance = six: 1, the coincidence diploma from the indoor and field drilling fluid lost control effectiveness is higher, as well as evaluat