Hyperparameter Optimization on California LGBM (test)
0.0171Final Simple RegretTuned-ICL-LogEI
Evaluation Results
| Method | Links | |
|---|---|---|
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 0.0171 | |
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 0.0186 | |
| TPE (Optuna)Family=Baseline2026.05 | 0.0188 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 0.0191 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 0.0192 | |
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.0192 | |
| GP-EIFamily=Baseline2026.05 | 0.0201 | |
| RandomFamily=Baseline2026.05 | 0.0202 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 0.0203 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 0.0204 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 0.0204 | |
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 0.021 | |
| GP-TSFamily=Baseline2026.05 | 0.0214 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 0.0216 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 0.022 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 0.0222 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 0.0222 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.0234 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 0.0243 | |
| GP (BoTorch)Family=Baseline2026.05 | 0.0244 | |
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 0.0258 | |
| GP-TS-EpiFamily=Baseline2026.05 | 0.026 |