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The prediction ability of the different methods on the Helicobacter pylori protein–protein interactions (PPIs) dataset.
| Methods | Acc(%) | Sen (%) | Pre (%) | Mcc (%) |
|---|---|---|---|---|
| HKNN | 84.0 | 86.0 | 84.0 | N/A |
| Phylogenetic bootstrap | 75.8 | 69.8 | 80.2 | N/A |
| Signature Products | 83.4 | 79.9 | 85.7 | N/A |
| Boosting | 79.5 | 80.4 | 81.7 | N/A |
| Proposed method | 84.7 ± 1.0 | 84.4 ± 1.2 | 85.9 ± 0.8 | 76.7 ± 1.0 |
HKNN: Hyperplane Distance Nearest Neighbor.
