Research Article
AGNES-SMOTE: An Oversampling Algorithm Based on Hierarchical Clustering and Improved SMOTE
Table 3
F-measure values with different f values.
| F | Ecoli | Libra | Yeast1 | Optical_digits | Liver |
| 0.3 | 0.6444 | 0.5882 | 0.5813 | 0.9581 | 0.6082 | 0.6 | 0.6444 | 0.6250 | 0.5886 | 0.9641 | 0.6147 | 1.0 | 0.6517 | 0.6531 | 0.5935 | 0.9661 | 0.6044 | 1.5 | 0.6534 | 0.6517 | 0.5892 | 0.9645 | 0.6044 | 2.0 | 0.6547 | 0.6517 | 0.5892 | 0.9645 | 0.6044 | 2.5 | 0.6547 | 0.6403 | 0.5892 | 0.9627 | 0.6044 | 3.0 | 0.6547 | 0.6403 | 0.5892 | 0.9627 | 0.6044 | 8.0 | 0.6547 | 0.6403 | 0.5892 | 0.9627 | 0.6044 |
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