Table 15.
Ranking of results per resampling method in the classification scenarios.
| Resampling |
Multi-Class |
Hierarchical |
Overall Avg. Rank. | ||
|---|---|---|---|---|---|
| COVID-19 | Macro-Avg | COVID-19 | Macro-Avg | ||
| ADASYN | 7.67 | 7.67 | 4.67 | 4.00 | 6.00 |
| AllKNN | 4.33 | 2.33 | 5.33 | 7.33 | 4.83 |
| ENN | 1.67 | 4.00 | 5.33 | 6.33 | 4.33 |
| RENN | 3.00 | 2.33 | 6.33 | 6.67 | 4.58 |
| SMOTE | 6.33 | 5.00 | 2.67 | 1.67 | 3.92 |
| SMOTE-B1 | 5.67 | 5.00 | 3.67 | 1.67 | 4.00 |
| SMOTE-B2 | 7.00 | 4.67 | 4.33 | 2.00 | 4.50 |
| SMOTE+TL | 6.33 | 7.33 | 4.00 | 3.00 | 5.17 |
| TL | 3.00 | 3.33 | 3.67 | 5.33 | 3.83 |