Imbalanced Data Set CSVM Classification Method Based on Cluster Boundary Sampling

Table 2

The AUC value of three methods in different data sets.

Data set	SVM	C-SVM	SBC-CSVM	BOUND-CSVM
Shuttle	0.5091	0.5792	0.5847	0.7260
Abalone	0.5159	0.5332	0.5556	0.6877
Yeast	0.5540	0.7776	0.5769	0.8213
Churn	0.8745	0.9013	0.8956	0.9151