A Framework of Rebalancing Imbalanced Healthcare Data for Rare Events’ Classification: A Case of Look-Alike Sound-Alike Mix-Up Incident Detection

Figure 4

ROC curves of LR with different resampling strategies.

(a) LR with random oversampling strategy

(b) LR with random undersampling strategy

(c) LR with SMOTE