Research Article
Link Prediction via Sparse Gaussian Graphical Model
Table 7
Error rate of 13 methods on 4 datasets.
| | Method | Datasets | | Football | Dolphin | Taro | Tailor Shop |
| | SGGM, | 1.467 | 1.251 | 1.098 | 1.121 | | SGGM, | 1.364 | 1.109 | 1.062 | 1.188 | | SGGM, | 1.362 | 1.198 | 1.098 | 1.025 | | SGGM, | 1.200 | 1.121 | 1.013 | 0.987 |
| | CN | 1.641 | 1.291 | 1.320 | 1.485 | | Salton | 1.641 | 1.291 | 1.320 | 1.485 | | Jaccard | 1.641 | 1.291 | 1.320 | 1.485 | |
Sørensen | 1.863 | 1.672 | 1.695 | 1.826 | | HPI | 1.641 | 1.291 | 1.320 | 1.485 | | HDI | 1.641 | 1.291 | 1.320 | 1.485 | | LHN | 1.641 | 1.291 | 1.320 | 1.485 | | AA | 1.641 | 1.291 | 1.320 | 1.485 | | RA | 1.641 | 1.291 | 1.320 | 1.485 | | PA | 2.512 | 1.251 | 1.340 | 1.446 | | LNBCN | 1.641 | 1.291 | 1.261 | 1.382 | | LNBAA | 1.641 | 1.291 | 1.261 | 1.382 | | LNBRA | 1.641 | 1.291 | 1.261 | 1.382 |
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