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Noise detection on traffic
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89.2
AUC
Beta-Shapley
42.4
54.55
66.7
78.85
May 4, 2026
AUC
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC
Beta-Shapley
Downstream model=LR
2026.05
89.2
TMC-Shapley
Downstream model=LR
2026.05
89.2
MS-TDS
Downstream model=LR
2026.05
87.8
TDS-improved
Downstream model=LR
2026.05
86.6
TDS
Downstream model=LR
2026.05
86.4
TMC-Shapley
Downstream model=NB
2026.05
80.4
TDS
Downstream model=NB
2026.05
77.3
MS-TDS
Downstream model=NB
2026.05
76.6
Beta-Shapley
Downstream model=NB
2026.05
75.7
TDS-improved
Downstream model=NB
2026.05
75.3
LOO
Downstream model=NB
2026.05
49.1
LOO
Downstream model=LR
2026.05
44.2
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