Link Prediction on Blog (Precision@100, Recall@100)
9.58Precision@100DAOR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DAOR2019.12 | 9.58 | 14.38 | |
| Node2VecParameter Tuning Strategy=Tuned for each dataset2019.12 | 9.27 | 13.78 | |
| NodeSketchParameter Tuning Strategy=Tuned for each dataset2019.12 | 7.29 | 10.8 | |
| VERSE2019.12 | 4.04 | 6.02 | |
| DeepWalk2019.12 | 2 | 3.01 | |
| NetMFParameter Tuning Strategy=Tuned for each dataset2019.12 | 1.75 | 2.66 | |
| INH-MFParameter Tuning Strategy=Tuned once for all datasets2019.12 | 1.58 | 2.27 | |
| LINEParameter Tuning Strategy=Tuned once for all datasets2019.12 | 0.7 | 1.03 | |
| HOPEParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.23 | 0.35 | |
| NetHashParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.15 | 0.22 | |
| GraRepParameter Tuning Strategy=Tuned for each dataset2019.12 | 0.14 | 0.2 | |
| DAOC2019.12 | 0.01 | 0.01 |