Multi-label classification on BLOGCATALOG
40.79Micro-F1Caps2NE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Caps2NETraining fraction (γ)=90%2019.11 | 40.79 | 26.63 | |
| EP-BTraining fraction (γ)=90%2019.11 | 40.41 | 25.97 | |
| Node2VecTraining fraction (γ)=90%2019.11 | 40.03 | 24.82 | |
| EP-BTraining fraction (γ)=50%2019.11 | 39.44 | 25.11 | |
| Node2VecTraining fraction (γ)=50%2019.11 | 39.31 | 23.97 | |
| LINETraining fraction (γ)=50%2019.11 | 38.99 | 22.56 | |
| LINETraining fraction (γ)=90%2019.11 | 38.77 | 23 | |
| Caps2NETraining fraction (γ)=50%2019.11 | 38.35 | 24.8 | |
| DeepWalkTraining fraction (γ)=90%2019.11 | 38.34 | 22.86 | |
| DeepWalkTraining fraction (γ)=50%2019.11 | 38.11 | 22.65 | |
| Node2VecTraining fraction (γ)=10%2019.11 | 35.54 | 19.08 | |
| EP-BTraining fraction (γ)=10%2019.11 | 35.05 | 19.08 | |
| LINETraining fraction (γ)=10%2019.11 | 34.83 | 18.13 | |
| DeepWalkTraining fraction (γ)=10%2019.11 | 34.48 | 18.16 | |
| Caps2NETraining fraction (γ)=10%2019.11 | 34.31 | 18.4 |