Link Prediction on BlogCatalog (50% test)
98.1AUCSEAL
Evaluation results
| Method | Links | |
|---|---|---|
| SEALTraining link percentage=50%, Positive training links=10,000 sampled, Node attributes usage=true, h=1, epochs=102018.02 | 98.1 | |
| SPCTraining link percentage=50%, Positive training links=10,000 sampled, Node attributes usage=false2018.02 | 96.74 | |
| WLNMTraining link percentage=50%, Positive training links=10,000 sampled, Node attributes usage=false, K=102018.02 | 95.55 | |
| LINETraining link percentage=50%, Positive training links=10,000 sampled, Node attributes usage=false2018.02 | 90.92 | |
| node2vecTraining link percentage=50%, Positive training links=10,000 sampled, Node attributes usage=false2018.02 | 85.97 |