Research Article
AWSMOTE: An SVM-Based Adaptive Weighted SMOTE for Class-Imbalance Learning
Table 9
Mean ranks of six comparative methods over all datasets.
| | | NO-RS | SMOTE | BLSMOTE | Adas | DBSMOTE | AWSMOTE |
| | 4.5909 | 3.659 | 5.0681 | 3.409 | 3.1363 | 1.1363 | | ACC | 5.0227 | 3.2272 | 5.0454 | 3.1136 | 3.3181 | 1.2727 | | AUC | 5.2272 | 3.1136 | 4.909 | 3.1363 | 3.5681 | 1.0454 | | Precision | 5.1363 | 3.1363 | 4.7272 | 2.3181 | 4.0681 | 1.6136 | | G-mean | 5.2954 | 3.2045 | 4.8636 | 3.1136 | 3.4772 | 1.0454 |
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