Multi-label classification on DBLP (Author Citation) 40% (train)
66.04Micro-F1LINE(2nd)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LINE(2nd)Order=2nd, Reconstructed Network=true2015.03 | 66.04 | 65.05 | |
| DeepWalk2015.03 | 64.81 | 63.9 | |
| LINE(2nd)Order=2nd, Reconstructed Network=false2015.03 | 63.77 | 62.87 | |
| LINE(2nd)Algorithm=LINE(2nd), Network Type=Reconstructed2015.03 | 61.73 | 52.2 | |
| LINE(2nd)Algorithm=LINE(2nd), Network Type=Original2015.03 | 60.78 | 51.31 | |
| LINE-SGD(2nd)Order=2nd, Optimizer=SGD2015.03 | 60.2 | 58.82 | |
| DeepWalkAlgorithm=DeepWalk, Network Type=Original2015.03 | 54.75 | 45.85 |