Link Prediction on PB without node attributes (50% observed links)
94.22APWALKPOOL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 94.22 | — | |
| WP(DL)node_attributes=None2021.10 | 94.22 | 94.57 | |
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 94.14 | — | |
| WP(ones)node_attributes=None2021.10 | 94.14 | 94.5 | |
| SEALnode_attributes=None2021.10 | 93.42 | — | |
| SEALnode_attributes=None2021.10 | 93.42 | 93.79 | |
| MFnode_attributes=None2021.10 | 92.53 | — | |
| MFnode_attributes=None2021.10 | 92.53 | 93.27 | |
| WLKnode_attributes=None2021.10 | 92.34 | — | |
| WLKnode_attributes=None2021.10 | 92.34 | 92.54 | |
| PRnode_attributes=None2021.10 | 91.92 | — | |
| PRnode_attributes=None2021.10 | 91.92 | 92.23 | |
| Katznode_attributes=None2021.10 | 91.54 | — | |
| Katznode_attributes=None2021.10 | 91.54 | 91.25 | |
| WLNMnode_attributes=None2021.10 | 91.01 | — | |
| WLNMnode_attributes=None2021.10 | 91.01 | 90.93 | |
| AAnode_attributes=None2021.10 | 87.24 | — | |
| AAnode_attributes=None2021.10 | 87.24 | 87.06 | |
| SPCnode_attributes=None2021.10 | 81.3 | — | |
| SPCnode_attributes=None2021.10 | 81.3 | 78.06 | |
| LINEnode_attributes=None2021.10 | 78.72 | — | |
| LINEnode_attributes=None2021.10 | 78.72 | 75.53 | |
| N2Vnode_attributes=None2021.10 | 77.21 | — | |
| N2Vnode_attributes=None2021.10 | 77.21 | 79.29 |