Fig. 1From: Application of machine learning model to predict lacunar cerebral infarction in elderly patients with femoral neck fracture before surgeryFlow chart showing analyses and model making process for the study. LR, Logistic regression; GBM, Gradient boosting machine; RF, Random forest; DT, Decision tree; XGBoost, Extreme gradient boostingBack to article page