The outcomes present that if the stress stabilization time is 2 min, the coincidence degree on the indoor and area drilling fluid lost control effectiveness is the best as well as the evaluation results of the drilling fluid lost control efficiency is “superior. K-fold cross-validation is particularly beneficial for protecting against ove