Figure 3. Receiver operating characteristic curves of different machine learning
models: (a) traditional linear model; (b) K-Nearest Neighbor (kNN)
model; (c) multilayer perceptron (mlp) model; (d) extreme gradient
boosting (XGBoost) model; (e) random forest (rfc) model 