Regression on Airbnb listings
0.294Average MSEMAM
Evaluation results
| Method | Links | |
|---|---|---|
| MAMr1 (rate of noisy labels)=02026.04 | 0.294 | |
| CATr1 (rate of noisy labels)=02026.04 | 0.301 | |
| MAMr1 (rate of noisy labels)=10%2026.04 | 0.328 | |
| MAMr1 (rate of noisy labels)=30%2026.04 | 0.362 | |
| XGBoostr1 (rate of noisy labels)=02026.04 | 0.363 | |
| MLPr1 (rate of noisy labels)=02026.04 | 0.395 | |
| HAMr1 (rate of noisy labels)=02026.04 | 0.414 | |
| TSpAMr1 (rate of noisy labels)=02026.04 | 0.421 | |
| KANr1 (rate of noisy labels)=02026.04 | 0.423 | |
| NBMr1 (rate of noisy labels)=02026.04 | 0.441 | |
| NAMr1 (rate of noisy labels)=02026.04 | 0.446 | |
| HAMr1 (rate of noisy labels)=10%2026.04 | 0.448 | |
| TSpAMr1 (rate of noisy labels)=10%2026.04 | 0.451 | |
| CATr1 (rate of noisy labels)=10%2026.04 | 0.471 | |
| XGBoostr1 (rate of noisy labels)=10%2026.04 | 0.488 | |
| NBMr1 (rate of noisy labels)=10%2026.04 | 0.504 | |
| HAMr1 (rate of noisy labels)=30%2026.04 | 0.508 | |
| NAMr1 (rate of noisy labels)=10%2026.04 | 0.511 | |
| TSpAMr1 (rate of noisy labels)=30%2026.04 | 0.513 | |
| MLPr1 (rate of noisy labels)=10%2026.04 | 0.517 | |
| KANr1 (rate of noisy labels)=10%2026.04 | 0.518 | |
| CATr1 (rate of noisy labels)=30%2026.04 | 1.074 | |
| MLPr1 (rate of noisy labels)=30%2026.04 | 1.337 | |
| NBMr1 (rate of noisy labels)=30%2026.04 | 1.386 | |
| XGBoostr1 (rate of noisy labels)=30%2026.04 | 1.391 | |
| NAMr1 (rate of noisy labels)=30%2026.04 | 1.391 | |
| KANr1 (rate of noisy labels)=30%2026.04 | 1.413 |