The detailed comparison of PPI methods on BFS scheme in SHS27K, each result is the average of five experiments.
| . | BaPPI . | AFTGAN . | LDMGNN . | GNN-PPI . | PIPR . |
|---|---|---|---|---|---|
| ACC (%) | 80.74 | 78.14 | 78.62 | 75.50 | 69.35 |
| Precision (%) | 65.70 | 66.60 | 70.59 | 63.09 | 55.50 |
| Recall (%) | 89.52 | 71.30 | 65.17 | 64.49 | 43.03 |
| MCC (%) | 62.46 | 52.69 | 52.41 | 45.29 | 27.61 |
| HL (%) | 19.26 | 21.86 | 20.38 | 24.59 | 30.65 |
| AUROC (%) | 90.59 | 85.83 | 85.17 | 80.13 | 7247 |
| AUPRC (%) | 81.53 | 73.57 | 72.89 | 64.20 | 53.64 |
| . | BaPPI . | AFTGAN . | LDMGNN . | GNN-PPI . | PIPR . |
|---|---|---|---|---|---|
| ACC (%) | 80.74 | 78.14 | 78.62 | 75.50 | 69.35 |
| Precision (%) | 65.70 | 66.60 | 70.59 | 63.09 | 55.50 |
| Recall (%) | 89.52 | 71.30 | 65.17 | 64.49 | 43.03 |
| MCC (%) | 62.46 | 52.69 | 52.41 | 45.29 | 27.61 |
| HL (%) | 19.26 | 21.86 | 20.38 | 24.59 | 30.65 |
| AUROC (%) | 90.59 | 85.83 | 85.17 | 80.13 | 7247 |
| AUPRC (%) | 81.53 | 73.57 | 72.89 | 64.20 | 53.64 |
HL: Hamming Loss. Bold text indicates the best result.
The detailed comparison of PPI methods on BFS scheme in SHS27K, each result is the average of five experiments.
| . | BaPPI . | AFTGAN . | LDMGNN . | GNN-PPI . | PIPR . |
|---|---|---|---|---|---|
| ACC (%) | 80.74 | 78.14 | 78.62 | 75.50 | 69.35 |
| Precision (%) | 65.70 | 66.60 | 70.59 | 63.09 | 55.50 |
| Recall (%) | 89.52 | 71.30 | 65.17 | 64.49 | 43.03 |
| MCC (%) | 62.46 | 52.69 | 52.41 | 45.29 | 27.61 |
| HL (%) | 19.26 | 21.86 | 20.38 | 24.59 | 30.65 |
| AUROC (%) | 90.59 | 85.83 | 85.17 | 80.13 | 7247 |
| AUPRC (%) | 81.53 | 73.57 | 72.89 | 64.20 | 53.64 |
| . | BaPPI . | AFTGAN . | LDMGNN . | GNN-PPI . | PIPR . |
|---|---|---|---|---|---|
| ACC (%) | 80.74 | 78.14 | 78.62 | 75.50 | 69.35 |
| Precision (%) | 65.70 | 66.60 | 70.59 | 63.09 | 55.50 |
| Recall (%) | 89.52 | 71.30 | 65.17 | 64.49 | 43.03 |
| MCC (%) | 62.46 | 52.69 | 52.41 | 45.29 | 27.61 |
| HL (%) | 19.26 | 21.86 | 20.38 | 24.59 | 30.65 |
| AUROC (%) | 90.59 | 85.83 | 85.17 | 80.13 | 7247 |
| AUPRC (%) | 81.53 | 73.57 | 72.89 | 64.20 | 53.64 |
HL: Hamming Loss. Bold text indicates the best result.
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