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Different methods on H. pylori dataset performance comparison.
| Model | Accu. (%) | Prec. (%) | Sen. (%) | MCC (%) |
|---|---|---|---|---|
| Phylogenetic bootstrap [35] | 75.80 | 80.20 | 69.80 | N/A |
| HKNN [36] | 84.00 | 84.00 | 86.00 | N/A |
| Ensemble of HKNN [37] | 86.60 | 85.00 | 86.70 | N/A |
| Signature products [26] | 83.40 | 85.70 | 79.90 | N/A |
| Boosting [38] | 79.52 | 81.69 | 80.37 | 70.64 |
| Ensemble ELM [25] | 87.50 | 86.15 | 88.95 | 78.13 |
| Our method | 84.84 | 86.36 | 82.77 | 74.30 |
