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Performance comparison of different methods on the H.pylori dataset. Here, N/A means not available.
| Methods | SN (%) | PE (%) | ACC (%) | MCC (%) |
|---|---|---|---|---|
| Phylogenetic bootstrap | 69.8 | 80.2 | 75.8 | N/A |
| HKNN | 86 | 84 | 84 | N/A |
| Signature products | 79.9 | 85.7 | 83.4 | N/A |
| Ensemble of HKNN | 86.7 | 85 | 86.6 | N/A |
| Boosting | 80.37 | 81.69 | 79.52 | 70.64 |
| Proposed method | 88.95 | 86.15 | 87.50 | 78.13 |
