Hyperparameter Optimization on Diabetes RF (test)
0.8926Final Simple RegretGP-EI (BoTorch)
Evaluation Results
| Method | Links | |
|---|---|---|
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.8926 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.9243 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 1.0648 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 1.1822 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 1.2025 | |
| GP-TS-EpiFamily=Baseline2026.05 | 1.2368 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 1.2671 | |
| TPE (Optuna)Family=Baseline2026.05 | 1.3137 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 1.345 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 1.3891 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 1.4025 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 1.4316 | |
| GP (BoTorch)Family=Baseline2026.05 | 1.488 | |
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 1.4968 | |
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 1.5115 | |
| RandomFamily=Baseline2026.05 | 1.5443 | |
| GP-EIFamily=Baseline2026.05 | 1.5944 | |
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 1.6019 | |
| GP-TSFamily=Baseline2026.05 | 1.6671 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 1.743 | |
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 1.7807 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 1.9498 |