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ResearchFormerly WizWand

Multi-label classification on BLOGCATALOG

40.79Micro-F1Caps2NE
34.050835.800437.5539.2996Nov 12, 2019
Updated 8mo ago

Evaluation results

MethodLinks
Caps2NETraining fraction (γ)=90%2019.1140.7926.63
EP-BTraining fraction (γ)=90%2019.1140.4125.97
Node2VecTraining fraction (γ)=90%2019.1140.0324.82
EP-BTraining fraction (γ)=50%2019.1139.4425.11
Node2VecTraining fraction (γ)=50%2019.1139.3123.97
LINETraining fraction (γ)=50%2019.1138.9922.56
LINETraining fraction (γ)=90%2019.1138.7723
Caps2NETraining fraction (γ)=50%2019.1138.3524.8
DeepWalkTraining fraction (γ)=90%2019.1138.3422.86
DeepWalkTraining fraction (γ)=50%2019.1138.1122.65
Node2VecTraining fraction (γ)=10%2019.1135.5419.08
EP-BTraining fraction (γ)=10%2019.1135.0519.08
LINETraining fraction (γ)=10%2019.1134.8318.13
DeepWalkTraining fraction (γ)=10%2019.1134.4818.16
Caps2NETraining fraction (γ)=10%2019.1134.3118.4