Table 1 The performance of our model on five datasets
From: Graph-based prediction of Protein-protein interactions with attributed signed graph embedding
Dataset | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | F1(%) |
|---|---|---|---|---|---|
HPRD | 99.15 ±0.11 | 99.41 ±0.17 | 98.89 ±0.17 | 98.90 ±0.16 | 99.15 ±0.12 |
Human | 98.79 ±0.07 | 98.00 ±0.21 | 99.58 ±0.17 | 99.57 ±0.17 | 98.78 ±0.24 |
E.coli | 98.92 ±0.37 | 98.42 ±0.34 | 99.42 ±0.73 | 99.42 ±0.73 | 98.92 ±0.54 |
Drosophila | 99.80 ±0.01 | 99.61 ±0.17 | 100 ±0.02 | 100 ±0.02 | 99.80 ±0.15 |
C.elegan | 99.26 ±0.23 | 99.16 ±0.38 | 99.35 ±0.28 | 99.35 ±0.28 | 99.25 ±0.33 |