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ResearchFormerly WizWand

Hyperparameter Optimization on Airlines XGB (test)

0.0209Final Simple RegretDec-ICL-LCB
0.0202160.0248330.029450.034067May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dec-ICL-LCBFamily=Dec-ICL2026.050.0209
Dec-ICL-EIFamily=Dec-ICL2026.050.0209
Dec-ICL-TSFamily=Dec-ICL2026.050.0217
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0217
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0218
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0221
GP-EIFamily=Baseline2026.050.0236
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0239
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.024
Dec-PFN-LCBFamily=Dec-PFN2026.050.0242
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0253
TPE (Optuna)Family=Baseline2026.050.0253
RandomFamily=Baseline2026.050.026
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0264
GP (BoTorch)Family=Baseline2026.050.0271
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0273
Dec-PFN-TSFamily=Dec-PFN2026.050.028
GP-TS-EpiFamily=Baseline2026.050.0281
GP-EI (BoTorch)Family=Baseline2026.050.0282
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.0289
GP-TSFamily=Baseline2026.050.0361
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.038