Link Prediction on Yeast without node attributes (50% observed links)
96.15APWALKPOOL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 96.15 | — | |
| WP(DL)node_attributes=None2021.10 | 96.15 | 95 | |
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 96.04 | — | |
| WP(ones)node_attributes=None2021.10 | 96.04 | 94.89 | |
| SEALnode_attributes=None2021.10 | 95.32 | — | |
| SEALnode_attributes=None2021.10 | 95.32 | 93.9 | |
| WLNMnode_attributes=None2021.10 | 93.93 | — | |
| WLNMnode_attributes=None2021.10 | 93.93 | 92.22 | |
| WLKnode_attributes=None2021.10 | 93.55 | — | |
| WLKnode_attributes=None2021.10 | 93.55 | 91.15 | |
| PRnode_attributes=None2021.10 | 92.54 | — | |
| PRnode_attributes=None2021.10 | 92.54 | 89.35 | |
| N2Vnode_attributes=None2021.10 | 92.45 | — | |
| N2Vnode_attributes=None2021.10 | 92.45 | 90.18 | |
| Katznode_attributes=None2021.10 | 92.22 | — | |
| Katznode_attributes=None2021.10 | 92.22 | 88.87 | |
| SPCnode_attributes=None2021.10 | 92.07 | — | |
| SPCnode_attributes=None2021.10 | 92.07 | 89.73 | |
| MFnode_attributes=None2021.10 | 87.28 | — | |
| MFnode_attributes=None2021.10 | 87.28 | 84.99 | |
| LINEnode_attributes=None2021.10 | 83.06 | — | |
| LINEnode_attributes=None2021.10 | 83.06 | 79.44 | |
| AAnode_attributes=None2021.10 | 82.68 | — | |
| AAnode_attributes=None2021.10 | 82.68 | 82.63 |