Figure 1
From: Machine learning approaches for biomarker discovery to predict large-artery atherosclerosis

The flowchart of ML models used for the prediction of LAA. AUC area under the receiver operating characteristic curve; CV cross-validation, LAA large-artery atherosclerosis; ML machine learning; RFECV recursive feature elimination with cross-validation; SVM support vector machine; XGBoost extreme gradient boosting.