Link Prediction on NS 50% observed links without node attributes
92.33APWALKPOOL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 92.33 | — | |
| WP(DL)node_attributes=None2021.10 | 92.33 | 90.97 | |
| SEALnode_attributes=None2021.10 | 92.21 | — | |
| SEALnode_attributes=None2021.10 | 92.21 | 90.88 | |
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 92.15 | — | |
| WP(ones)node_attributes=None2021.10 | 92.15 | 90.68 | |
| WLNMnode_attributes=None2021.10 | 90.1 | — | |
| WLNMnode_attributes=None2021.10 | 90.1 | 87.61 | |
| WLKnode_attributes=None2021.10 | 89.97 | — | |
| WLKnode_attributes=None2021.10 | 89.97 | 87.27 | |
| N2Vnode_attributes=None2021.10 | 86.01 | — | |
| N2Vnode_attributes=None2021.10 | 86.01 | 80.29 | |
| PRnode_attributes=None2021.10 | 82.73 | — | |
| PRnode_attributes=None2021.10 | 82.73 | 82.32 | |
| Katznode_attributes=None2021.10 | 82.69 | — | |
| Katznode_attributes=None2021.10 | 82.69 | 82.3 | |
| SPCnode_attributes=None2021.10 | 81.16 | — | |
| SPCnode_attributes=None2021.10 | 81.16 | 79.63 | |
| AAnode_attributes=None2021.10 | 77.14 | — | |
| AAnode_attributes=None2021.10 | 77.14 | 77.13 | |
| LINEnode_attributes=None2021.10 | 71.53 | — | |
| LINEnode_attributes=None2021.10 | 71.53 | 65.96 | |
| MFnode_attributes=None2021.10 | 66.62 | — | |
| MFnode_attributes=None2021.10 | 66.62 | 62.95 |