Figure 1. Receiver Operating Characteristic Curves.

BDSI indicates Brief Dementia Screening Indicator; CAIDE, Cardiovascular Risk Factors, Aging and Incidence of Dementia; LR, logistic regression; RF, random forest; SVM, support vector machine; and XGB, gradient-boosted trees.