Share your thoughts, 1 month free Claude Pro on usSee more

Hyperparameter Optimization on Diabetes RF (test)

0.8926Final Simple Regret

GP-EI (BoTorch)

Updated 26d ago

Evaluation Results

Method	Links
GP-EI (BoTorch) 2026.05		0.8926
Dec-PFN-LCB 2026.05		0.9243
Dec-ICL-LogEI 2026.05		1.0648
Dec-ICL-LCB-Total 2026.05		1.1822
Tuned-PFN-LCB 2026.05		1.2025
GP-TS-Epi 2026.05		1.2368
Tuned-ICL-LCB 2026.05		1.2671
TPE (Optuna) 2026.05		1.3137
Tuned-ICL-TS 2026.05		1.345
Tuned-PFN-LogEI 2026.05		1.3891
Dec-PFN-LogEI 2026.05		1.4025
Tuned-PFN-TS 2026.05		1.4316
GP (BoTorch) 2026.05		1.488
Tuned-ICL-LogEI 2026.05		1.4968
Dec-ICL-TS 2026.05		1.5115
Random 2026.05		1.5443
GP-EI 2026.05		1.5944
Dec-ICL-LCB 2026.05		1.6019
GP-TS 2026.05		1.6671
Dec-ICL-TS-Total 2026.05		1.743
Dec-PFN-TS 2026.05		1.7807
Dec-ICL-EI 2026.05		1.9498