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ResearchFormerly WizWand

Hyperparameter Optimization on Diabetes RF (test)

0.8926Final Simple RegretGP-EI (BoTorch)
0.8503121.1357561.42121.706644May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GP-EI (BoTorch)Family=Baseline2026.050.8926
Dec-PFN-LCBFamily=Dec-PFN2026.050.9243
Dec-ICL-LogEIFamily=Dec-ICL2026.051.0648
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.051.1822
Tuned-PFN-LCBFamily=Tuned-PFN2026.051.2025
GP-TS-EpiFamily=Baseline2026.051.2368
Tuned-ICL-LCBFamily=Tuned-ICL2026.051.2671
TPE (Optuna)Family=Baseline2026.051.3137
Tuned-ICL-TSFamily=Tuned-ICL2026.051.345
Tuned-PFN-LogEIFamily=Tuned-PFN2026.051.3891
Dec-PFN-LogEIFamily=Dec-PFN2026.051.4025
Tuned-PFN-TSFamily=Tuned-PFN2026.051.4316
GP (BoTorch)Family=Baseline2026.051.488
Tuned-ICL-LogEIFamily=Tuned-ICL2026.051.4968
Dec-ICL-TSFamily=Dec-ICL2026.051.5115
RandomFamily=Baseline2026.051.5443
GP-EIFamily=Baseline2026.051.5944
Dec-ICL-LCBFamily=Dec-ICL2026.051.6019
GP-TSFamily=Baseline2026.051.6671
Dec-ICL-TS-TotalFamily=Dec-ICL2026.051.743
Dec-PFN-TSFamily=Dec-PFN2026.051.7807
Dec-ICL-EIFamily=Dec-ICL2026.051.9498