Regression on Concrete 10% outlier contamination
7.55RMSEEM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EMType=Heteroscedastic SBL2026.05 | 7.55 | 22 | 90.5 | |
| MacKayType=Heteroscedastic SBL2026.05 | 7.55 | 20.2 | 87.2 | |
| ℓ2-IRLSType=Heteroscedastic SBL2026.05 | 7.55 | 27.5 | 90.2 | |
| Huber2026.05 | 7.99 | 100 | 91.5 | |
| ℓ1-IRLSType=Heteroscedastic SBL2026.05 | 8.02 | 27.9 | 94.8 | |
| Student-t2026.05 | 8.36 | 100 | 95.1 | |
| GP2026.05 | 8.46 | 18.7 | 100 | |
| Grad. (Primal)Type=Heteroscedastic SBL2026.05 | 8.78 | 20.8 | 37.4 | |
| Grad. (Dual)Type=Heteroscedastic SBL2026.05 | 8.78 | 20.1 | 37.5 | |
| Ridge2026.05 | 8.9 | 80.4 | 100 | |
| OLS2026.05 | 9.89 | 100 | 100 |