Multi-label classification on DBLP Author Citation (20% train)
65.47Micro-F1LINE(2nd)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINE(2nd)Order=2nd, Reconstructed Network=true2015.03 | 65.47 | 64.42 | |
| DeepWalk2015.03 | 64.51 | 63.6 | |
| LINE(2nd)Order=2nd, Reconstructed Network=false2015.03 | 63.3 | 62.38 | |
| LINE(2nd)Algorithm=LINE(2nd), Network Type=Reconstructed2015.03 | 61.06 | 51.41 | |
| LINE(2nd)Algorithm=LINE(2nd), Network Type=Original2015.03 | 59.58 | 50.1 | |
| LINE-SGD(2nd)Order=2nd, Optimizer=SGD2015.03 | 58.95 | 57.63 | |
| DeepWalkAlgorithm=DeepWalk, Network Type=Original2015.03 | 53.8 | 44.85 |