Research Article
AWSMOTE: An SVM-Based Adaptive Weighted SMOTE for Class-Imbalance Learning
Table 10
Bonferroni-Dunn test for six comparative methods (
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| | | Friedman | NO-RS | SMOTE | BLSMOTE | Adas | DBSMOTE |
| | Reject | 3.4546 | 2.5227 | 3.9318 | 2.2727 | 2 | | ACC | Reject | 3.75 | 1.9545 | 3.7727 | 1.8409 | 2.0454 | | AUC | Reject | 4.1818 | 2.0682 | 3.8636 | 2.0909 | 2.5227 | | Precision | Reject | 3.5227 | 1.5227 | 3.1136 | 0.7045 | 2.4545 | | G-mean | Reject | 4.25 | 2.1591 | 3.8182 | 2.0682 | 2.4318 |
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