Regression on Crossed Barrel Dataset (80% uniform sampling)
0.76R^2CatBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CatBoostSampling Strategy=80% Uniform2026.02 | 0.76 | 0.09 | 0.12 | 24 | |
| GPSampling Strategy=80% Uniform2026.02 | 0.73 | 0.09 | 0.12 | 21 | |
| RFSampling Strategy=80% Uniform2026.02 | 0.72 | 0.08 | 0.13 | 19 | |
| NeATSampling Strategy=80% Uniform2026.02 | 0.72 | 0.09 | 0.13 | 21 | |
| CPDSampling Strategy=80% Uniform2026.02 | 0.68 | 0.1 | 0.14 | 23 | |
| CPD-SSampling Strategy=80% Uniform2026.02 | 0.67 | 0.1 | 0.14 | 22 | |
| XGBoostSampling Strategy=80% Uniform2026.02 | 0.64 | 0.09 | 0.14 | 21 | |
| CoSTCoSampling Strategy=80% Uniform2026.02 | 0.55 | 0.11 | 0.16 | 26 | |
| MLPSampling Strategy=80% Uniform2026.02 | 0.41 | 0.15 | 0.18 | 37 | |
| LRSampling Strategy=80% Uniform2026.02 | 0.34 | 0.15 | 0.19 | 42 |