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Deception Detection on Liars' Bench Insider Trading (test)

0.953AUROC5-Layer Ensemble
0.728360.786680.8450.90332Apr 15, 2026

Evaluation results

MethodLinks
5-Layer EnsembleStacking Method=logistic regression stacking, Layer Selection=double-fault complementarity analysis (layers 20–40)2026.040.95329.3
3-Layer EnsembleStacking Method=logistic regression stacking, Layer Selection=double-fault complementarity analysis (layers 20–40)2026.040.869—
Single (28)Layer=282026.040.737—