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ResearchFormerly WizWand

LF Mislabeling Identification on Spambase

92.7APsource-aware IF (R-RW)
73.04478.14783.2588.353May 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
source-aware IF (R-RW)Labeling Model=MV2022.0592.7
source-aware IF (RW)Labeling Model=MV2022.0591.6
source-aware IF (R-WM)Labeling Model=MV2022.0587.9
source-aware IF (WM)Labeling Model=MV2022.0587.8
RWLabel Model=MV2022.0587.1
source-aware IF (WM)Labeling Model=Snorkel2022.0583.3
source-aware IF (RW)Labeling Model=Snorkel2022.0581.6
WMLabel Model=Snorkel2022.0580.9
WMLabel Model=MV2022.0580.1
RWLabel Model=Snorkel2022.0579.9
WMLabel Model=DS2022.0578.9
source-aware IF (WM)Labeling Model=DS2022.0578.6
RWLabel Model=DS2022.0578.4
KNNLabel Model=MV2022.0578.2
KNNLabeling Model=MV2022.0578.2
source-aware IF (R-WM)Labeling Model=DS2022.0577.5
source-aware IF (R-RW)Labeling Model=DS2022.0577.4
LMLabel Model=MV2022.0577.2
Labeling ModelLabeling Model=MV2022.0577.2
source-aware IF (RW)Labeling Model=DS2022.0576.9
source-aware IF (R-RW)Labeling Model=Snorkel2022.0575.3
source-aware IF (R-WM)Labeling Model=Snorkel2022.0575
EMLabel Model=MV2022.0573.8
LMLabel Model=DS2022.0573.8
EMLabel Model=DS2022.0573.8
LMLabel Model=Snorkel2022.0573.8
EMLabel Model=Snorkel2022.0573.8
End ModelLabeling Model=MV2022.0573.8
Labeling ModelLabeling Model=DS2022.0573.8
End ModelLabeling Model=DS2022.0573.8
Labeling ModelLabeling Model=Snorkel2022.0573.8
End ModelLabeling Model=Snorkel2022.0573.8