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ResearchFormerly WizWand

Text Classification on Citeseer (test)

0.699AccuracyIntersection
0.421320.493410.56550.63759Mar 29, 2016Jul 17, 2016Nov 5, 2016Feb 24, 2017Jun 14, 2017Oct 3, 2017Jan 22, 2018
Updated 8mo ago

Evaluation results

MethodLinks
IntersectionLabels per class=202018.010.699
ICALabels per class=202018.010.691
GCN+VLabels per class=202018.010.689
GCN-VLabels per class=202018.010.681
Self-trainingLabels per class=202018.010.678
UnionLabels per class=202018.010.657
PLANETOID-ILearning paradigm=Inductive2016.030.647
PlanetoidLabels per class=202018.010.647
TSVMLearning paradigm=Transductive2016.030.64
Co-trainingLabels per class=202018.010.64
PLANETOID-TLearning paradigm=Transductive2016.030.629
MANIREGLearning paradigm=Inductive2016.030.601
ManiRegLabels per class=202018.010.601
SEMIEMBLearning paradigm=Inductive2016.030.596
SemiEmbLabels per class=202018.010.596
FEATLearning paradigm=Inductive2016.030.572
PLANETOID-GLearning paradigm=Transductive2016.030.493
LPLearning paradigm=Transductive2016.030.453
LPLabels per class=202018.010.453
GRAPHEMBLearning paradigm=Transductive2016.030.432
DeepWalkLabels per class=202018.010.432