Surrogate Modeling on Crossed Barrel Dataset biased sampling
0.68R^2GP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPSampling Strategy=Biased2026.02 | 0.68 | 0.12 | 0.16 | 0.73 | |
| RFSampling Strategy=Biased2026.02 | 0.59 | 0.12 | 0.18 | 0.77 | |
| CPD-SSampling Strategy=Biased2026.02 | 0.56 | 0.14 | 0.18 | 0.92 | |
| CatBoostSampling Strategy=Biased2026.02 | 0.55 | 0.14 | 0.18 | 1.24 | |
| XGBoostSampling Strategy=Biased2026.02 | 0.53 | 0.12 | 0.19 | 0.42 | |
| NeATSampling Strategy=Biased2026.02 | 0.5 | 0.14 | 0.19 | 1.04 | |
| CoSTCoSampling Strategy=Biased2026.02 | 0.42 | 0.14 | 0.21 | 1 | |
| LRSampling Strategy=Biased2026.02 | 0.28 | 0.18 | 0.23 | 1.56 | |
| CPDSampling Strategy=Biased2026.02 | 0.25 | 0.17 | 0.24 | 1.05 | |
| MLPSampling Strategy=Biased2026.02 | 0.15 | 0.2 | 0.25 | 1.57 |