Hyperparameter Optimization on Airlines LGBM (test)
0.0117Final Simple RegretDec-ICL-TS
Evaluation Results
| Method | Links | |
|---|---|---|
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 0.0117 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 0.012 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 0.0129 | |
| TPE (Optuna)Family=Baseline2026.05 | 0.013 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 0.0132 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 0.0134 | |
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 0.0136 | |
| GP-EIFamily=Baseline2026.05 | 0.014 | |
| RandomFamily=Baseline2026.05 | 0.0142 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 0.0144 | |
| GP-TSFamily=Baseline2026.05 | 0.0144 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 0.0145 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.0146 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 0.015 | |
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 0.0162 | |
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 0.0168 | |
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.0169 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 0.0174 | |
| GP-TS-EpiFamily=Baseline2026.05 | 0.0176 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 0.0204 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 0.021 | |
| GP (BoTorch)Family=Baseline2026.05 | 0.021 |