| Unsupervised (TripleWalk and SGNS) | |
|---|---|
| Parameter | Value |
| Batch size | 128 |
| Learning rate | 0.0004 |
| Embedding dimension | 256 |
| Random walk length | 17 |
| Random walks per node | 6 |
| Early stopping delta (loss) | 0.1 |
| Early stopping patience (epochs) | 5 |
| Number of negative samples per positive sample | 2.0 |
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