Node Classification on Bitcoin
0.318Macro F1Deepwalk
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deepwalk2020.09 | 0.318 | — | |
| Node2Vec2020.09 | 0.315 | — | |
| SNoRe2020.09 | 0.314 | — | |
| NetMF (SCD)2020.09 | 0.312 | — | |
| VGAE2020.09 | 0.304 | — | |
| LINE2020.09 | 0.293 | — | |
| SNoRe SDF2020.09 | 0.293 | — | |
| LP2020.09 | 0.287 | — | |
| PPRS2020.09 | 0.277 | — | |
| Random2020.09 | 0.269 | — | |
| Deepwalksetting=Deepwalk2020.09 | — | 0.696 | |
| LINEsetting=LINE2020.09 | — | 0.662 | |
| LPsetting=Label Propagation2020.09 | — | 0.701 | |
| NetMF (SCD)setting=NetMF (SCD)2020.09 | — | 0.703 | |
| Node2Vecsetting=Node2Vec2020.09 | — | 0.687 | |
| PPRSsetting=PPRS2020.09 | — | 0.692 | |
| Randomsetting=Random2020.09 | — | 0.67 | |
| SNoResetting=SNoRe2020.09 | — | 0.716 | |
| SNoRe SDFsetting=SNoRe SDF2020.09 | — | 0.709 | |
| VGAEsetting=VGAE2020.09 | — | 0.7 |