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ResearchFormerly WizWand

Multi-label Classification on POS

53.92Micro-F1Caps2NE
44.289646.789849.2951.7902Nov 12, 2019
Updated 8mo ago

Evaluation results

MethodLinks
Caps2NETraining fraction (γ)=90%2019.1153.9214.11
LINETraining fraction (γ)=90%2019.1152.2812.4
LINETraining fraction (γ)=50%2019.1151.6412.43
Caps2NETraining fraction (γ)=50%2019.1150.9313.16
EP-BTraining fraction (γ)=90%2019.1150.0512.17
Node2VecTraining fraction (γ)=90%2019.1149.7312.11
EP-BTraining fraction (γ)=50%2019.1149.5210.45
DeepWalkTraining fraction (γ)=90%2019.1149.3312.23
DeepWalkTraining fraction (γ)=50%2019.1149.110.84
Node2VecTraining fraction (γ)=50%2019.1148.7311.07
EP-BTraining fraction (γ)=10%2019.1146.978.85
Caps2NETraining fraction (γ)=10%2019.1146.019.71
LINETraining fraction (γ)=10%2019.1145.228.49
DeepWalkTraining fraction (γ)=10%2019.1145.028.2
Node2VecTraining fraction (γ)=10%2019.1144.668.32