Regression on Elevators 10% outlier contamination (test)
0.003RMSEEM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EMFramework=Heteroscedastic SBL2026.05 | 0.003 | 16.5 | 89.4 | |
| MacKayFramework=Heteroscedastic SBL2026.05 | 0.003 | 13.8 | 84.2 | |
| l2-IRLSFramework=Heteroscedastic SBL2026.05 | 0.003 | 19.4 | 88.9 | |
| OLSDescription=Standard baseline2026.05 | 0.004 | 100 | 100 | |
| RidgeDescription=Standard baseline2026.05 | 0.004 | 68.3 | 100 | |
| GPDescription=Standard baseline2026.05 | 0.004 | 27 | 100 | |
| Student-tDescription=Robust baseline2026.05 | 0.004 | 100 | 94.3 | |
| HuberDescription=Robust baseline2026.05 | 0.004 | 100 | 90.2 | |
| l1-IRLSFramework=Heteroscedastic SBL2026.05 | 0.004 | 20.6 | 92 | |
| Grad. (Primal)Framework=Heteroscedastic SBL2026.05 | 0.004 | 16.6 | 33.3 | |
| Grad. (Dual)Framework=Heteroscedastic SBL2026.05 | 0.004 | 16.3 | 33.3 |