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ResearchFormerly WizWand

Link Prediction on PPI 5 (test)

77.19AUCnode2vec
48.080455.637763.19570.7523Jul 3, 2016
Updated 8mo ago

Evaluation results

MethodLinks
node2vecBinary operator=Hadamard2016.0777.19
node2vecBinary operator=Average2016.0775.43
DeepWalkBinary operator=Hadamard2016.0774.41
LINEBinary operator=Hadamard2016.0772.49
Common Neighbors2016.0771.42
Adamic-Adar2016.0771.26
LINEBinary operator=Weighted-L22016.0771.06
LINEBinary operator=Weighted-L12016.0770.24
Jaccard's Coefficient2016.0770.18
DeepWalkBinary operator=Average2016.0769.23
Pref. Attachment2016.0766.7
Spectral ClusteringBinary operator=Average2016.0765.88
Spectral ClusteringBinary operator=Weighted-L12016.0763.56
LINEBinary operator=Average2016.0763.3
node2vecBinary operator=Weighted-L12016.0762.92
node2vecBinary operator=Weighted-L22016.0762.36
DeepWalkBinary operator=Weighted-L22016.0761.18
DeepWalkBinary operator=Weighted-L12016.0760.26
Spectral ClusteringBinary operator=Weighted-L22016.0760.26
Spectral ClusteringBinary operator=Hadamard2016.0749.2