Linear Regression on Boston housing data
0Covariance ErrorSandwich Gauss
Evaluation Results
| Method | Links | |
|---|---|---|
| Sandwich GaussB=162026.05 | 0 | |
| Sandwich GaussB=⌊0.1 × N⌋2026.05 | 0 | |
| CTB=16, Loss=Log loss2026.05 | 0.247 | |
| DQ+exactB=16, Loss=Log loss2026.05 | 0.337 | |
| DQ+exactB=⌊0.1 × N⌋, Loss=Log loss2026.05 | 0.352 | |
| PosteriorB=16, Loss=Log loss2026.05 | 0.358 | |
| PosteriorB=⌊0.1 × N⌋, Loss=Log loss2026.05 | 0.358 | |
| CTB=⌊0.1 × N⌋, Loss=Log loss2026.05 | 0.589 | |
| DQ+exactB=⌊0.1 × N⌋, Loss=β-loss (β = 1.5)2026.05 | 1.398 | |
| LR+WSB=⌊0.1 × N⌋, Loss=Log loss2026.05 | 1.4 | |
| CTB=16, Loss=β-loss (β = 1.5)2026.05 | 2.054 | |
| NUTSB=162026.05 | 2.528 | |
| NUTSB=⌊0.1 × N⌋2026.05 | 2.528 | |
| DQ+exactB=16, Loss=β-loss (β = 1.5)2026.05 | 2.782 | |
| CTB=⌊0.1 × N⌋, Loss=β-loss (β = 1.5)2026.05 | 3.126 | |
| LR+WSB=16, Loss=Log loss2026.05 | 9.23 |