Link Prediction on Power 50% observed links without node attributes
69.79APWALKPOOL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 69.79 | — | |
| WP(DL)node_attributes=None2021.10 | 69.79 | 67.72 | |
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 69.26 | — | |
| WP(ones)node_attributes=None2021.10 | 69.26 | 67.03 | |
| WLNMnode_attributes=None2021.10 | 66.43 | — | |
| WLNMnode_attributes=None2021.10 | 66.43 | 64.09 | |
| SEALnode_attributes=None2021.10 | 65.28 | — | |
| SEALnode_attributes=None2021.10 | 65.28 | 65.84 | |
| WLKnode_attributes=None2021.10 | 63.97 | — | |
| WLKnode_attributes=None2021.10 | 63.97 | 63.44 | |
| N2Vnode_attributes=None2021.10 | 60.83 | — | |
| N2Vnode_attributes=None2021.10 | 60.83 | 55.4 | |
| SPCnode_attributes=None2021.10 | 59.1 | — | |
| SPCnode_attributes=None2021.10 | 59.1 | 56.51 | |
| Katznode_attributes=None2021.10 | 57.63 | — | |
| Katznode_attributes=None2021.10 | 57.63 | 57.34 | |
| PRnode_attributes=None2021.10 | 57.61 | — | |
| PRnode_attributes=None2021.10 | 57.61 | 57.34 | |
| LINEnode_attributes=None2021.10 | 55.11 | — | |
| LINEnode_attributes=None2021.10 | 55.11 | 53.44 | |
| AAnode_attributes=None2021.10 | 53.37 | — | |
| AAnode_attributes=None2021.10 | 53.37 | 53.38 | |
| MFnode_attributes=None2021.10 | 52.45 | — | |
| MFnode_attributes=None2021.10 | 52.45 | 50.53 |