Regression on Boston 10% outlier contamination
3.96RMSEHuber
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Huber2026.05 | 3.96 | 100 | 88.6 | |
| Student-t2026.05 | 4.29 | 100 | 93.7 | |
| MacKayType=Heteroscedastic SBL2026.05 | 4.29 | 13.9 | 85.5 | |
| Ridge2026.05 | 4.43 | 96.5 | 100 | |
| EMType=Heteroscedastic SBL2026.05 | 4.75 | 27.1 | 91.3 | |
| Grad. (Dual)Type=Heteroscedastic SBL2026.05 | 5.01 | 15.5 | 54 | |
| Grad. (Primal)Type=Heteroscedastic SBL2026.05 | 5.02 | 15.7 | 54.1 | |
| ℓ2-IRLSType=Heteroscedastic SBL2026.05 | 5.26 | 37.8 | 92.2 | |
| GP2026.05 | 6.41 | 25.7 | 100 | |
| ℓ1-IRLSType=Heteroscedastic SBL2026.05 | 7.33 | 23.1 | 93.8 | |
| OLS2026.05 | 26.85 | 100 | 100 |