Regression on Yacht 10% outlier contamination
3.75RMSEMacKay
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MacKayType=Heteroscedastic SBL2026.05 | 3.75 | 9.4 | 89.8 | |
| EMType=Heteroscedastic SBL2026.05 | 3.95 | 23.8 | 92.5 | |
| ℓ2-IRLSType=Heteroscedastic SBL2026.05 | 4.07 | 38.7 | 92.5 | |
| Grad. (Dual)Type=Heteroscedastic SBL2026.05 | 4.29 | 9.1 | 60.1 | |
| Grad. (Primal)Type=Heteroscedastic SBL2026.05 | 4.3 | 9.5 | 60.2 | |
| ℓ1-IRLSType=Heteroscedastic SBL2026.05 | 7.37 | 27.9 | 98.6 | |
| Huber2026.05 | 7.62 | 100 | 85 | |
| GP2026.05 | 7.84 | 6.3 | 100 | |
| Student-t2026.05 | 8.23 | 100 | 94.1 | |
| Ridge2026.05 | 8.62 | 92.9 | 100 | |
| OLS2026.05 | 24.83 | 100 | 100 |