Multi-label classification on YouTube (1% train ratio)
40.2Micro-F1LINE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LINEproximity_order=1st+2nd, reconstructed_network=true2015.03 | 40.2 | 29.24 | |
| DeepWalkreconstructed_network=false, embedding_dimension=2562015.03 | 39.94 | 28.95 | |
| DeepWalkreconstructed_network=false2015.03 | 39.68 | 28.39 | |
| LINEproximity_order=1st+2nd, reconstructed_network=false2015.03 | 39.01 | 29.85 | |
| LINEproximity_order=2nd, reconstructed_network=true2015.03 | 36.78 | 22.18 | |
| LINEproximity_order=1st, reconstructed_network=true2015.03 | 36.47 | 29.4 | |
| LINEproximity_order=1st, reconstructed_network=false2015.03 | 35.43 | 28.74 | |
| LINEproximity_order=2nd, reconstructed_network=false2015.03 | 32.98 | 17.06 | |
| GFreconstructed_network=false2015.03 | 25.43 | 7.38 | |
| GFreconstructed_network=true2015.03 | 24.97 | 11.01 |