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The performance comparison of different methods on the H. pylori dataset.
| Model | Accu. (%) | Sen. (%) | Prec. (%) | MCC (%) |
|---|---|---|---|---|
| Signature products34 | 83.40 | 79.90 | 85.70 | N/A |
| Ensemble ELM42 | 87.50 | 88.95 | 86.15 | 78.13 |
| Phylogentic bootstrap43 | 75.80 | 69.80 | 80.20 | N/A |
| HKNN44 | 84.00 | 86.00 | 84.00 | N/A |
| Ensemble of HKNN45 | 86.60 | 86.70 | 85.00 | N/A |
| Boosting46 | 79.52 | 80.37 | 81.69 | 70.64 |
| Our method | 88.07 | 78.20 | 97.44 | 77.66 |
