Research Article
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 |
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