Table 3. Performance comparison of different methods on the H.pylori dataset.
Methods | Sensitivity | PPV | Accuracy | MCC |
---|---|---|---|---|
Phylogenetic bootstrap | 69.80% | 80.20% | 75.80% | N/A |
HKNN | 86.00% | 84.00% | 84.00% | N/A |
Signature products | 79.90% | 85.70% | 83.40% | N/A |
Ensemble of HKNN | 86.70% | 85.00% | 86.60% | N/A |
Boosting | 80.37% | 81.69% | 79.52% | 70.64% |
Proposed method | 92.47% | 85.99% | 88.30% | 79.19% |
Here, N/A means not available.