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LF Mislabeling Identification on Yelp

0.922AP

source-aware IF (R-RW)

Updated 1mo ago

Evaluation Results

Method	Links
source-aware IF (R-RW) 2022.05		0.922
source-aware IF (RW) 2022.05		0.907
source-aware IF (RW) 2022.05		0.888
source-aware IF (RW) 2022.05		0.844
source-aware IF (R-WM) 2022.05		0.842
WM 2022.05		0.839
RW 2022.05		0.836
RW 2022.05		0.836
source-aware IF (WM) 2022.05		0.83
WM 2022.05		0.813
source-aware IF (R-RW) 2022.05		0.8
LM 2022.05		0.792
Labeling Model 2022.05		0.792
source-aware IF (WM) 2022.05		0.785
source-aware IF (WM) 2022.05		0.784
WM 2022.05		0.775
RW 2022.05		0.761
source-aware IF (R-WM) 2022.05		0.755
KNN 2022.05		0.752
KNN 2022.05		0.752
source-aware IF (R-RW) 2022.05		0.736
EM 2022.05		0.731
LM 2022.05		0.731
EM 2022.05		0.731
LM 2022.05		0.731
EM 2022.05		0.731
End Model 2022.05		0.731
Labeling Model 2022.05		0.731
End Model 2022.05		0.731
Labeling Model 2022.05		0.731
End Model 2022.05		0.731
source-aware IF (R-WM) 2022.05		0.728