Kernel regression on Boston 20% (test)
3.303RMSEℓ2-IRLS
Evaluation results
| Method | Links | |
|---|---|---|
| ℓ2-IRLSData contamination level=0%2026.05 | 3.303 | |
| EMData contamination level=0%2026.05 | 3.305 | |
| ℓ1-IRLSData contamination level=0%2026.05 | 3.369 | |
| MacKayData contamination level=0%2026.05 | 3.456 | |
| ℓ2-IRLSData contamination level=5%2026.05 | 3.521 | |
| EMData contamination level=5%2026.05 | 3.562 | |
| MacKayData contamination level=5%2026.05 | 3.569 | |
| MacKayData contamination level=10%2026.05 | 3.707 | |
| ℓ2-IRLSData contamination level=10%2026.05 | 3.713 | |
| EMData contamination level=10%2026.05 | 3.84 | |
| ℓ1-IRLSData contamination level=5%2026.05 | 3.988 | |
| MacKayData contamination level=15%2026.05 | 4.051 | |
| MacKayData contamination level=20%2026.05 | 4.066 | |
| ℓ2-IRLSData contamination level=15%2026.05 | 4.126 | |
| ℓ2-IRLSData contamination level=20%2026.05 | 4.284 | |
| MacKayData contamination level=25%2026.05 | 4.519 | |
| ℓ1-IRLSData contamination level=10%2026.05 | 4.617 | |
| ℓ2-IRLSData contamination level=25%2026.05 | 4.679 | |
| EMData contamination level=15%2026.05 | 4.829 | |
| ℓ1-IRLSData contamination level=15%2026.05 | 5.035 | |
| MacKayData contamination level=30%2026.05 | 5.037 | |
| EMData contamination level=20%2026.05 | 5.096 | |
| ℓ2-IRLSData contamination level=30%2026.05 | 5.216 | |
| EMData contamination level=25%2026.05 | 5.581 | |
| ℓ1-IRLSData contamination level=20%2026.05 | 5.67 | |
| ℓ1-IRLSData contamination level=25%2026.05 | 6.06 | |
| EMData contamination level=30%2026.05 | 6.067 | |
| ℓ1-IRLSData contamination level=30%2026.05 | 6.424 |