Surrogate Modeling on Lattice Dataset biased sampling
0.84R^2CoSTCo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CoSTCoSampling Strategy=Biased2026.02 | 0.84 | 0.08 | 0.1 | 45 | |
| GPSampling Strategy=Biased2026.02 | 0.79 | 0.09 | 0.12 | 48 | |
| RFSampling Strategy=Biased2026.02 | 0.77 | 0.1 | 0.13 | 57 | |
| LRSampling Strategy=Biased2026.02 | 0.76 | 0.1 | 0.13 | 64 | |
| NeATSampling Strategy=Biased2026.02 | 0.75 | 0.1 | 0.13 | 58 | |
| XGBoostSampling Strategy=Biased2026.02 | 0.72 | 0.1 | 0.14 | 56 | |
| CatBoostSampling Strategy=Biased2026.02 | 0.67 | 0.12 | 0.15 | 84 | |
| CPD-SSampling Strategy=Biased2026.02 | 0.52 | 0.13 | 0.17 | 64 | |
| MLPSampling Strategy=Biased2026.02 | -0.24 | 0.22 | 0.27 | 86 | |
| CPDSampling Strategy=Biased2026.02 | -0.81 | 0.25 | 0.34 | 71 |