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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