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

Hyperparameter Optimization on California XGB (test)

0.0225Final Simple Regret

Dec-ICL-LCB

Updated 26d ago

Evaluation Results

Method	Links
Dec-ICL-LCB 2026.05		0.0225
Dec-ICL-TS-Total 2026.05		0.0262
GP-TS-Epi 2026.05		0.0263
Dec-ICL-LCB-Total 2026.05		0.0273
Dec-PFN-TS 2026.05		0.0278
Tuned-ICL-TS 2026.05		0.0281
TPE (Optuna) 2026.05		0.0282
Dec-ICL-LogEI 2026.05		0.0286
GP-TS 2026.05		0.0287
GP (BoTorch) 2026.05		0.0287
GP-EI 2026.05		0.0291
Tuned-ICL-LCB 2026.05		0.0299
GP-EI (BoTorch) 2026.05		0.03
Tuned-ICL-LogEI 2026.05		0.0301
Tuned-PFN-LogEI 2026.05		0.0305
Tuned-PFN-LCB 2026.05		0.0333
Dec-PFN-LCB 2026.05		0.0333
Random 2026.05		0.0339
Dec-ICL-TS 2026.05		0.0347
Tuned-PFN-TS 2026.05		0.0347
Dec-PFN-LogEI 2026.05		0.0373
Dec-ICL-EI 2026.05		0.039