A Novel SMOTE-Based Classification Approach to Online Data Imbalance Problem

Figure 4

Comparison of the ROC on chessboard-shaped dataset for the four algorithms (a) SVM, (b) OS-ELM, (c) MCOS-ELM, and (d) DGSMOTE.

(a)

(b)

(c)

(d)