Bayesian Optimization on FreeSolv canonical (train)
2.5Final Best MeanERM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ERMAcquisition=greedy, Initial subset size=50, Budget=10, T=202026.05 | 2.5 | 0.547 | 2.5 | 38 | |
| Twin-bootstrapAcquisition=greedy, Initial subset size=50, Budget=10, T=20, λ=32026.05 | 2.74 | 0.362 | 1.7 | 39 | |
| BaggingAcquisition=greedy, Initial subset size=50, Budget=10, T=20, K=52026.05 | 3.11 | 0.178 | 0.8 | 45 |