Hyperparameter Optimization on Breast Cancer SVM (test)
0.0061Final Simple RegretDec-PFN-TS
Evaluation Results
| Method | Links | |
|---|---|---|
| Dec-PFN-TSFamily=Dec-PFN2026.05 | 0.0061 | |
| Tuned-ICL-LogEIFamily=Tuned-ICL2026.05 | 0.0063 | |
| Tuned-PFN-LCBFamily=Tuned-PFN2026.05 | 0.0065 | |
| Dec-PFN-LCBFamily=Dec-PFN2026.05 | 0.0065 | |
| TPE (Optuna)Family=Baseline2026.05 | 0.0068 | |
| GP-TS-EpiFamily=Baseline2026.05 | 0.0068 | |
| GP-EI (BoTorch)Family=Baseline2026.05 | 0.007 | |
| GP-TSFamily=Baseline2026.05 | 0.007 | |
| Tuned-ICL-TSFamily=Tuned-ICL2026.05 | 0.0074 | |
| GP-EIFamily=Baseline2026.05 | 0.0074 | |
| Tuned-ICL-LCBFamily=Tuned-ICL2026.05 | 0.0075 | |
| Tuned-PFN-TSFamily=Tuned-PFN2026.05 | 0.0075 | |
| Dec-ICL-LCBFamily=Dec-ICL2026.05 | 0.0079 | |
| GP (BoTorch)Family=Baseline2026.05 | 0.0079 | |
| Dec-ICL-LogEIFamily=Dec-ICL2026.05 | 0.0081 | |
| Dec-ICL-TS-TotalFamily=Dec-ICL2026.05 | 0.0081 | |
| Dec-PFN-LogEIFamily=Dec-PFN2026.05 | 0.0081 | |
| Dec-ICL-LCB-TotalFamily=Dec-ICL2026.05 | 0.0081 | |
| Dec-ICL-TSFamily=Dec-ICL2026.05 | 0.0082 | |
| RandomFamily=Baseline2026.05 | 0.0086 | |
| Tuned-PFN-LogEIFamily=Tuned-PFN2026.05 | 0.0088 | |
| Dec-ICL-EIFamily=Dec-ICL2026.05 | 0.0093 |