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ResearchFormerly WizWand

Hyperparameter Optimization on Airlines LGBM (test)

0.0117Final Simple RegretDec-ICL-TS
0.0113280.0138390.016350.018861May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dec-ICL-TSFamily=Dec-ICL2026.050.0117
Dec-ICL-LogEIFamily=Dec-ICL2026.050.012
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0129
TPE (Optuna)Family=Baseline2026.050.013
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.0132
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0134
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0136
GP-EIFamily=Baseline2026.050.014
RandomFamily=Baseline2026.050.0142
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0144
GP-TSFamily=Baseline2026.050.0144
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0145
Dec-PFN-LCBFamily=Dec-PFN2026.050.0146
Dec-PFN-LogEIFamily=Dec-PFN2026.050.015
Dec-PFN-TSFamily=Dec-PFN2026.050.0162
Dec-ICL-LCBFamily=Dec-ICL2026.050.0168
GP-EI (BoTorch)Family=Baseline2026.050.0169
Dec-ICL-EIFamily=Dec-ICL2026.050.0174
GP-TS-EpiFamily=Baseline2026.050.0176
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0204
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.021
GP (BoTorch)Family=Baseline2026.050.021