Link Prediction on ego-Facebook
99.3ROC-AUCnode2vec
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| node2vecdim=128, C=22017.10 | 99.3 | — | |
| node2vecdim=128, C=52017.10 | 99.2 | — | |
| node2vecdim=64, C=22017.10 | 99.1 | — | |
| node2vecdim=64, C=52017.10 | 99 | — | |
| DNGRdim=1282017.10 | 98.4 | — | |
| DNGRdim=642017.10 | 98.1 | — | |
| Asym Projdim=642017.10 | 97.4 | — | |
| Asym Projdim=1282017.10 | 97.3 | — | |
| SVDdim=642017.10 | 96.7 | — | |
| Eigen Mapsdim=642017.10 | 96.4 | — | |
| Eigen Mapsdim=1282017.10 | 95.4 | — | |
| SVDdim=1282017.10 | 94.5 | — | |
| Graph Attention Modeldim=642017.10 | — | 33.3 | |
| Graph Attention Modeldim=1282017.10 | — | 28.6 |