Link Prediction on E.coli without node attributes (50% observed links)
96.36APWALKPOOL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WALKPOOLfeatures=DL, node_attributes=None2021.10 | 96.36 | — | |
| WP(DL)node_attributes=None2021.10 | 96.36 | 95.33 | |
| WALKPOOLfeatures=ones, node_attributes=None2021.10 | 96.35 | — | |
| WP(ones)node_attributes=None2021.10 | 96.35 | 95.37 | |
| SEALnode_attributes=None2021.10 | 95.67 | — | |
| SEALnode_attributes=None2021.10 | 95.67 | 94.18 | |
| PRnode_attributes=None2021.10 | 94.68 | — | |
| PRnode_attributes=None2021.10 | 94.68 | 92.96 | |
| WLKnode_attributes=None2021.10 | 94.51 | — | |
| WLKnode_attributes=None2021.10 | 94.51 | 92.38 | |
| WLNMnode_attributes=None2021.10 | 94.47 | — | |
| WLNMnode_attributes=None2021.10 | 94.47 | 92.81 | |
| SPCnode_attributes=None2021.10 | 94.14 | — | |
| SPCnode_attributes=None2021.10 | 94.14 | 92 | |
| MFnode_attributes=None2021.10 | 94.04 | — | |
| MFnode_attributes=None2021.10 | 94.04 | 91.75 | |
| Katznode_attributes=None2021.10 | 91.93 | — | |
| Katznode_attributes=None2021.10 | 91.93 | 89.81 | |
| AAnode_attributes=None2021.10 | 89.01 | — | |
| AAnode_attributes=None2021.10 | 89.01 | 87.66 | |
| N2Vnode_attributes=None2021.10 | 85.41 | — | |
| N2Vnode_attributes=None2021.10 | 85.41 | 84.73 | |
| LINEnode_attributes=None2021.10 | 75.98 | — | |
| LINEnode_attributes=None2021.10 | 75.98 | 74.5 |