Immune Centroids Oversampling Method for Binary Classification

Table 2

Average AUC results of different resampling methods with NN, C4.5, and SVM as the base learner, respectively.

	NN	C45	SVM
None	0.791	0.793	0.712
SMOTE	0.839	0.839	0.850
SMOTE + ENN	0.848	0.840	0.850
SL-SMOTE	0.836	0.828	0.844
ADASYN	0.804	0.819	0.843
ICOTE	0.955	0.936	0.871
ICOTE + ENN	0.969	0.947	0.887