Online Hyperparameter Optimization on PMLB 184 classification tasks
90.1Mean RewardBIH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BIHBudget (B)=62022.10 | 90.1 | — | |
| FPML-partialBudget (B)=62022.10 | 88.8 | 0.0072 | |
| OGhybridBudget (B)=6, k=32022.10 | 83.6 | 0.0111 | |
| BIHBudget (B)=42022.10 | 83.6 | — | |
| OGhybridBudget (B)=6, k=22022.10 | 81.4 | 0.0143 | |
| FPML-partialBudget (B)=42022.10 | 81.3 | 0.0108 | |
| OGhybridBudget (B)=6, k=12022.10 | 78.5 | 0.0137 | |
| OGBudget (B)=62022.10 | 76.7 | 0.0157 | |
| OGhybridBudget (B)=4, k=22022.10 | 75.6 | 0.0149 | |
| OGhybridBudget (B)=4, k=12022.10 | 71.6 | 0.0178 | |
| OGBudget (B)=42022.10 | 68.9 | 0.0151 |