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Sensitive-escalation deferral-advice on IEEE-CIS (val)

0.26True Deferral-Advice LossAugmented Surrogate
0.2350.403750.57250.74125Mar 15, 2026

Evaluation results

MethodLinks
Augmented Surrogatelambda=02026.030.26
Augmented Surrogatelambda=0.042026.030.267
Best fixed pairlambda=02026.030.271
Augmented Surrogatelambda=0.122026.030.274
Augmented Surrogatelambda=0.202026.030.279
Best fixed pairlambda=0.042026.030.279
Augmented Surrogatelambda=52026.030.281
L2Dlambda=02026.030.282
L2Dlambda=0.042026.030.282
L2Dlambda=0.122026.030.282
L2Dlambda=0.202026.030.282
L2Dlambda=52026.030.282
Learned expert, random advicelambda=02026.030.287
Best fixed pairlambda=0.122026.030.291
Learned expert, random advicelambda=0.042026.030.297
Best fixed pairlambda=0.202026.030.301
Learned expert, random advicelambda=0.122026.030.304
Random expert, learned advicelambda=02026.030.31
Learned expert, random advicelambda=0.202026.030.313
Random expert, learned advicelambda=0.042026.030.314
Best fixed pairlambda=52026.030.317
Random expert, learned advicelambda=0.122026.030.322
Random expert, learned advicelambda=0.202026.030.325
Random (j, k)lambda=02026.030.325
Random (j, k)lambda=0.042026.030.33
Random expert, learned advicelambda=52026.030.338
Random (j, k)lambda=0.122026.030.339
Random (j, k)lambda=0.202026.030.348
Learned expert, random advicelambda=52026.030.837
Random (j, k)lambda=52026.030.885