Node Classification on BlogCatalog (9:1 train-test ratio)
23.2AccuracyGraphGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GraphGANTrain-test ratio=9:1, Classifier=logistic regression2017.11 | 23.2 | 22.1 | |
| Struc2vecTrain-test ratio=9:1, Classifier=logistic regression2017.11 | 22.8 | 21.6 | |
| DeepWalkTrain-test ratio=9:1, Classifier=logistic regression2017.11 | 22.5 | 21.4 | |
| Node2vecTrain-test ratio=9:1, Classifier=logistic regression2017.11 | 21.5 | 20.6 | |
| LINETrain-test ratio=9:1, Classifier=logistic regression2017.11 | 20.5 | 19.2 |