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Hyperparameter Optimization on Kin8nm XGB (test)

0.0073Final Simple Regret

Tuned-ICL-LogEI

Updated 26d ago

Evaluation Results

Method	Links
Tuned-ICL-LogEI 2026.05		0.0073
GP-EI (BoTorch) 2026.05		0.0079
Dec-PFN-LogEI 2026.05		0.0079
Dec-ICL-EI 2026.05		0.0083
Dec-ICL-TS 2026.05		0.0085
Dec-ICL-LogEI 2026.05		0.0086
Dec-ICL-TS-Total 2026.05		0.0087
TPE (Optuna) 2026.05		0.0089
Tuned-PFN-LogEI 2026.05		0.009
Tuned-PFN-LCB 2026.05		0.0091
Dec-ICL-LCB-Total 2026.05		0.0092
GP-TS-Epi 2026.05		0.0093
Dec-PFN-LCB 2026.05		0.0093
Dec-PFN-TS 2026.05		0.0098
Tuned-ICL-LCB 2026.05		0.0099
Dec-ICL-LCB 2026.05		0.0099
GP-EI 2026.05		0.0104
Tuned-PFN-TS 2026.05		0.0108
GP (BoTorch) 2026.05		0.0108
GP-TS 2026.05		0.0113
Tuned-ICL-TS 2026.05		0.013
Random 2026.05		0.0145