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

Hyperparameter Optimization on Airlines LGBM (test)

0.0117Final Simple Regret

Dec-ICL-TS

Updated 26d ago

Evaluation Results

Method	Links
Dec-ICL-TS 2026.05		0.0117
Dec-ICL-LogEI 2026.05		0.012
Tuned-PFN-LCB 2026.05		0.0129
TPE (Optuna) 2026.05		0.013
Tuned-PFN-LogEI 2026.05		0.0132
Tuned-ICL-LCB 2026.05		0.0134
Tuned-ICL-LogEI 2026.05		0.0136
GP-EI 2026.05		0.014
Random 2026.05		0.0142
Tuned-ICL-TS 2026.05		0.0144
GP-TS 2026.05		0.0144
Dec-ICL-TS-Total 2026.05		0.0145
Dec-PFN-LCB 2026.05		0.0146
Dec-PFN-LogEI 2026.05		0.015
Dec-PFN-TS 2026.05		0.0162
Dec-ICL-LCB 2026.05		0.0168
GP-EI (BoTorch) 2026.05		0.0169
Dec-ICL-EI 2026.05		0.0174
GP-TS-Epi 2026.05		0.0176
Tuned-PFN-TS 2026.05		0.0204
Dec-ICL-LCB-Total 2026.05		0.021
GP (BoTorch) 2026.05		0.021