Regression on Boston no contamination
3.24RMSEGP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GPContamination Level=None2026.05 | 3.24 | 10.3 | 100 | |
| ℓ2-IRLSContamination Level=None, Type=heteroscedastic SBL2026.05 | 3.28 | 59 | 100 | |
| EMContamination Level=None, Type=heteroscedastic SBL2026.05 | 3.31 | 42.8 | 100 | |
| ℓ1-IRLSContamination Level=None, Type=heteroscedastic SBL2026.05 | 3.44 | 17.5 | 100 | |
| MacKayContamination Level=None, Type=heteroscedastic SBL2026.05 | 3.58 | 14.1 | 96 | |
| Grad. (Primal)Contamination Level=None, Type=heteroscedastic SBL2026.05 | 3.77 | 11.9 | 58.4 | |
| Grad. (Dual)Contamination Level=None, Type=heteroscedastic SBL2026.05 | 3.77 | 11.9 | 58.3 | |
| RidgeContamination Level=None2026.05 | 3.89 | 96.2 | 100 | |
| HuberContamination Level=None2026.05 | 3.93 | 100 | 93.7 | |
| Student-tContamination Level=None2026.05 | 4.61 | 100 | 95.9 | |
| OLSContamination Level=None2026.05 | 8.47 | 100 | 100 |