The outcomes show that once the strain stabilization time is two min, the coincidence diploma from the indoor and subject drilling fluid lost control performance is the highest as well as the evaluation results of the drilling fluid lost control efficiency is “superior. Pre-qualified ensemble models designed on The Successfully Submitted (Awaiting Approval)