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Hyperparameter Optimization on Airlines XGB (test)

0.0209Final Simple Regret

Dec-ICL-LCB

Updated 26d ago

Evaluation Results

Method	Links
Dec-ICL-LCB 2026.05		0.0209
Dec-ICL-EI 2026.05		0.0209
Dec-ICL-TS 2026.05		0.0217
Tuned-PFN-TS 2026.05		0.0217
Dec-ICL-TS-Total 2026.05		0.0218
Dec-ICL-LogEI 2026.05		0.0221
GP-EI 2026.05		0.0236
Tuned-ICL-TS 2026.05		0.0239
Dec-ICL-LCB-Total 2026.05		0.024
Dec-PFN-LCB 2026.05		0.0242
Tuned-PFN-LCB 2026.05		0.0253
TPE (Optuna) 2026.05		0.0253
Random 2026.05		0.026
Dec-PFN-LogEI 2026.05		0.0264
GP (BoTorch) 2026.05		0.0271
Tuned-ICL-LogEI 2026.05		0.0273
Dec-PFN-TS 2026.05		0.028
GP-TS-Epi 2026.05		0.0281
GP-EI (BoTorch) 2026.05		0.0282
Tuned-PFN-LogEI 2026.05		0.0289
GP-TS 2026.05		0.0361
Tuned-ICL-LCB 2026.05		0.038