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ResearchFormerly WizWand

Hyperparameter Optimization on California LGBM (test)

0.0171Final Simple RegretTuned-ICL-LogEI
0.0167440.0191470.021550.023953May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0171
Dec-ICL-TSFamily=Dec-ICL2026.050.0186
TPE (Optuna)Family=Baseline2026.050.0188
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0191
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0192
GP-EI (BoTorch)Family=Baseline2026.050.0192
GP-EIFamily=Baseline2026.050.0201
RandomFamily=Baseline2026.050.0202
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0203
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0204
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0204
Dec-PFN-TSFamily=Dec-PFN2026.050.021
GP-TSFamily=Baseline2026.050.0214
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0216
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.022
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0222
Dec-ICL-EIFamily=Dec-ICL2026.050.0222
Dec-PFN-LCBFamily=Dec-PFN2026.050.0234
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.0243
GP (BoTorch)Family=Baseline2026.050.0244
Dec-ICL-LCBFamily=Dec-ICL2026.050.0258
GP-TS-EpiFamily=Baseline2026.050.026