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ResearchFormerly WizWand

Noisy Label Detection on Click

0.855AUCCS-SHAPLEY
0.120760.311380.5020.69262Nov 13, 2022Jun 12, 2023Jan 10, 2024Aug 8, 2024Mar 8, 2025Oct 5, 2025May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CS-SHAPLEYClassifier=SVM-RBF2022.110.855
CS-SHAPLEYClassifier=Logistic Regression2022.110.816
Beta ShapleyClassifier=Logistic Regression2022.110.797
Beta ShapleyClassifier=SVM-RBF2022.110.789
TMC-ShapleyClassifier=SVM-RBF2022.110.769
LSH-ShapleyN=10,000, d=112026.050.723
TMC-ShapleyClassifier=Logistic Regression2022.110.689
LSH-ShapleyN=10,000, d=112026.050.62
KNNN=10,000, d=112026.050.594
KNNN=10,000, d=112026.050.567
G-ShapleyN=10,000, d=112026.050.515
DSN=10,000, d=112026.050.508
DSN=10,000, d=112026.050.499
G-ShapleyN=10,000, d=112026.050.495
DBN=10,000, d=112026.050.491
DBN=10,000, d=112026.050.491
Leave-One-OutClassifier=SVM-RBF2022.110.2
Leave-One-OutClassifier=Logistic Regression2022.110.149