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Surrogate Learning on Synthetic Scenario Case b

0.09MAESurrogate sampling
0.06480.23490.4050.5751May 12, 2026

Evaluation results

MethodLinks
Surrogate samplingvariant=linear2026.050.09
Surrogate indexvariant=histogram gradient boosting2026.050.11
Outcome reg.variant=linear2026.050.14
Surrogate indexvariant=linear2026.050.16
Bound regressionvariant=linear2026.050.17
Bound regressionvariant=tree2026.050.31
Outcome reg.variant=tree2026.050.4
Surrogate indexvariant=tree2026.050.4
Reg.-sel.-reg.variant=tree2026.050.71
Reg.-sel.-reg.variant=linear2026.050.72