Table 2 The prediction accuracy measured by precision for the seven real networks.
From: Predicting missing links and identifying spurious links via likelihood analysis
Precision | Ours | CN | AA | RA | Katz | HSM | SBM | CAR | CPA | CAA | CRA | CJC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Jazz | 0.699 | 0.506 | 0.525 | 0.541 | 0.548 | 0.326 | 0.480 | 0.512 | 0.512 | 0.530 | 0.555 | 0.517 |
Metabolic | 0.384 | 0.137 | 0.190 | 0.147 | 0.145 | 0.100 | 0.213 | 0.142 | 0.142 | 0.153 | 0.209 | 0.133 |
C. elegans | 0.200 | 0.095 | 0.105 | 0.107 | 0.104 | 0.073 | 0.143 | 0.089 | 0.091 | 0.101 | 0.118 | 0.086 |
USAir | 0.483 | 0.374 | 0.394 | 0.455 | 0.373 | 0.216 | 0.376 | 0.380 | 0.380 | 0.382 | 0.403 | 0.376 |
FWF | 0.577 | 0.073 | 0.075 | 0.076 | 0.175 | 0.249 | 0.451 | 0.084 | 0.084 | 0.089 | 0.093 | 0.087 |
FWM | 0.566 | 0.121 | 0.123 | 0.130 | 0.212 | 0.304 | 0.463 | 0.120 | 0.119 | 0.126 | 0.129 | 0.123 |
Macaca | 0.755 | 0.528 | 0.533 | 0.513 | 0.586 | 0.462 | 0.662 | 0.543 | 0.542 | 0.551 | 0.549 | 0.550 |