Hyperparameter Optimization on Airlines XGB (test)
0.0209Final Simple RegretDec-ICL-LCB
Evaluation Results
| Method | Links | |
|---|---|---|
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 0.0209 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 0.0209 | |
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 0.0217 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 0.0217 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 0.0218 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 0.0221 | |
| GP-EIFamily=Baseline2026.05 | 0.0236 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 0.0239 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 0.024 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.0242 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 0.0253 | |
| TPE (Optuna)Family=Baseline2026.05 | 0.0253 | |
| RandomFamily=Baseline2026.05 | 0.026 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 0.0264 | |
| GP (BoTorch)Family=Baseline2026.05 | 0.0271 | |
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 0.0273 | |
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 0.028 | |
| GP-TS-EpiFamily=Baseline2026.05 | 0.0281 | |
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.0282 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 0.0289 | |
| GP-TSFamily=Baseline2026.05 | 0.0361 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 0.038 |