Link Prediction on Router 50% observed links without node attributes
89.21APWALKPOOL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 89.21 | — | |
| WP(ones)node_attributes=None2021.10 | 89.21 | 88.09 | |
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 89.17 | — | |
| WP(DL)node_attributes=None2021.10 | 89.17 | 88.13 | |
| SEALnode_attributes=None2021.10 | 87.79 | — | |
| SEALnode_attributes=None2021.10 | 87.79 | 86.64 | |
| WLNMnode_attributes=None2021.10 | 86.12 | — | |
| WLNMnode_attributes=None2021.10 | 86.12 | 86.1 | |
| MFnode_attributes=None2021.10 | 81.25 | — | |
| MFnode_attributes=None2021.10 | 81.25 | 77.49 | |
| WLKnode_attributes=None2021.10 | 75.49 | — | |
| WLKnode_attributes=None2021.10 | 75.49 | 71.25 | |
| N2Vnode_attributes=None2021.10 | 66.77 | — | |
| N2Vnode_attributes=None2021.10 | 66.77 | 62.45 | |
| LINEnode_attributes=None2021.10 | 64.87 | — | |
| LINEnode_attributes=None2021.10 | 64.87 | 62.43 | |
| PRnode_attributes=None2021.10 | 61.01 | — | |
| PRnode_attributes=None2021.10 | 61.01 | 54.44 | |
| Katznode_attributes=None2021.10 | 60.87 | — | |
| Katznode_attributes=None2021.10 | 60.87 | 54.39 | |
| SPCnode_attributes=None2021.10 | 59.13 | — | |
| SPCnode_attributes=None2021.10 | 59.13 | 53.87 | |
| AAnode_attributes=None2021.10 | 52.94 | — | |
| AAnode_attributes=None2021.10 | 52.94 | 52.94 |