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ResearchFormerly WizWand

Hyperparameter Optimization on California XGB (test)

0.0225Final Simple RegretDec-ICL-LCB
0.021840.0262950.030750.035205May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dec-ICL-LCBFamily=Dec-ICL2026.050.0225
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0262
GP-TS-EpiFamily=Baseline2026.050.0263
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.0273
Dec-PFN-TSFamily=Dec-PFN2026.050.0278
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0281
TPE (Optuna)Family=Baseline2026.050.0282
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0286
GP-TSFamily=Baseline2026.050.0287
GP (BoTorch)Family=Baseline2026.050.0287
GP-EIFamily=Baseline2026.050.0291
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0299
GP-EI (BoTorch)Family=Baseline2026.050.03
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0301
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.0305
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0333
Dec-PFN-LCBFamily=Dec-PFN2026.050.0333
RandomFamily=Baseline2026.050.0339
Dec-ICL-TSFamily=Dec-ICL2026.050.0347
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0347
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0373
Dec-ICL-EIFamily=Dec-ICL2026.050.039