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

Hyperparameter Optimization on Kin8nm LGBM (test)

0.0078Final Simple Regret

Dec-PFN-LCB

Updated 26d ago

Evaluation Results

Method	Links
Dec-PFN-LCB 2026.05		0.0078
Dec-ICL-TS-Total 2026.05		0.0084
Tuned-PFN-LCB 2026.05		0.0087
Dec-ICL-EI 2026.05		0.0089
Dec-ICL-LCB-Total 2026.05		0.0089
Dec-ICL-LogEI 2026.05		0.0091
GP-EI (BoTorch) 2026.05		0.0093
GP (BoTorch) 2026.05		0.0095
Tuned-ICL-LCB 2026.05		0.0097
Tuned-PFN-TS 2026.05		0.0097
Tuned-PFN-LogEI 2026.05		0.0098
GP-TS-Epi 2026.05		0.0099
Dec-ICL-TS 2026.05		0.0101
TPE (Optuna) 2026.05		0.0101
Tuned-ICL-LogEI 2026.05		0.0103
GP-EI 2026.05		0.0103
GP-TS 2026.05		0.0105
Dec-ICL-LCB 2026.05		0.0106
Dec-PFN-LogEI 2026.05		0.0106
Tuned-ICL-TS 2026.05		0.0107
Dec-PFN-TS 2026.05		0.0112
Random 2026.05		0.0112