Node Classification on Blog
40.04Micro-F1NetMF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NetMFParameter Tuning Strategy=Tuned for each dataset2019.12 | 40.04 | 23.43 | |
| VERSEParameter Tuning Strategy=Tuned once for all datasets2019.12 | 39.61 | 22.85 | |
| DeepWalkParameter Tuning Strategy=Tuned once for all datasets2019.12 | 39.6 | 21.93 | |
| NodeSketchParameter Tuning Strategy=Tuned for each dataset2019.12 | 38.16 | 21.84 | |
| Node2VecParameter Tuning Strategy=Tuned for each dataset2019.12 | 37.95 | 20.22 | |
| HARP-DWalkMeta technique=HARP2019.12 | 36.52 | 19.56 | |
| GraRepParameter Tuning Strategy=Tuned for each dataset2019.12 | 36.21 | 16.91 | |
| INH-MF2019.12 | 36.13 | 18.88 | |
| NetHashParameter Tuning Strategy=Tuned for each dataset2019.12 | 35.8 | 18.72 | |
| LINE2019.12 | 35.49 | 16.6 | |
| DAORParameter Tuning Strategy=Parameter-free2019.12 | 33.05 | 17.25 | |
| HOPEParameter Tuning Strategy=Tuned for each dataset2019.12 | 31.37 | 11.74 | |
| HARP-LINEMeta technique=HARP2019.12 | 30.27 | 13.06 | |
| DAOCParameter Tuning Strategy=Parameter-free2019.12 | 21.3 | 6.47 |