Link Prediction on PPI 5 (test)
77.19AUCnode2vec
Evaluation Results
| Method | Links | |
|---|---|---|
| node2vecBinary operator=Hadamard2016.07 | 77.19 | |
| node2vecBinary operator=Average2016.07 | 75.43 | |
| DeepWalkBinary operator=Hadamard2016.07 | 74.41 | |
| LINEBinary operator=Hadamard2016.07 | 72.49 | |
| Common Neighbors2016.07 | 71.42 | |
| Adamic-Adar2016.07 | 71.26 | |
| LINEBinary operator=Weighted-L22016.07 | 71.06 | |
| LINEBinary operator=Weighted-L12016.07 | 70.24 | |
| Jaccard's Coefficient2016.07 | 70.18 | |
| DeepWalkBinary operator=Average2016.07 | 69.23 | |
| Pref. Attachment2016.07 | 66.7 | |
| Spectral ClusteringBinary operator=Average2016.07 | 65.88 | |
| Spectral ClusteringBinary operator=Weighted-L12016.07 | 63.56 | |
| LINEBinary operator=Average2016.07 | 63.3 | |
| node2vecBinary operator=Weighted-L12016.07 | 62.92 | |
| node2vecBinary operator=Weighted-L22016.07 | 62.36 | |
| DeepWalkBinary operator=Weighted-L22016.07 | 61.18 | |
| DeepWalkBinary operator=Weighted-L12016.07 | 60.26 | |
| Spectral ClusteringBinary operator=Weighted-L22016.07 | 60.26 | |
| Spectral ClusteringBinary operator=Hadamard2016.07 | 49.2 |