Regression on ADNI clinical tabular dataset
0.167Average MSEXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostr1 (rate of noisy labels)=02026.04 | 0.167 | |
| HAMr1 (rate of noisy labels)=02026.04 | 0.168 | |
| MLPr1 (rate of noisy labels)=02026.04 | 0.174 | |
| TSpAMr1 (rate of noisy labels)=02026.04 | 0.175 | |
| CATr1 (rate of noisy labels)=02026.04 | 0.175 | |
| MAMr1 (rate of noisy labels)=02026.04 | 0.176 | |
| NBMr1 (rate of noisy labels)=02026.04 | 0.182 | |
| KANr1 (rate of noisy labels)=02026.04 | 0.184 | |
| MAMr1 (rate of noisy labels)=10%2026.04 | 0.187 | |
| NAMr1 (rate of noisy labels)=02026.04 | 0.19 | |
| HAMr1 (rate of noisy labels)=10%2026.04 | 0.192 | |
| TSpAMr1 (rate of noisy labels)=10%2026.04 | 0.194 | |
| MAMr1 (rate of noisy labels)=30%2026.04 | 0.228 | |
| TSpAMr1 (rate of noisy labels)=30%2026.04 | 0.247 | |
| HAMr1 (rate of noisy labels)=30%2026.04 | 0.251 | |
| CATr1 (rate of noisy labels)=10%2026.04 | 0.324 | |
| XGBoostr1 (rate of noisy labels)=10%2026.04 | 0.336 | |
| MLPr1 (rate of noisy labels)=10%2026.04 | 0.342 | |
| KANr1 (rate of noisy labels)=10%2026.04 | 0.361 | |
| NBMr1 (rate of noisy labels)=10%2026.04 | 0.364 | |
| NAMr1 (rate of noisy labels)=10%2026.04 | 0.372 | |
| CATr1 (rate of noisy labels)=30%2026.04 | 0.649 | |
| KANr1 (rate of noisy labels)=30%2026.04 | 0.701 | |
| NBMr1 (rate of noisy labels)=30%2026.04 | 0.706 | |
| NAMr1 (rate of noisy labels)=30%2026.04 | 0.713 | |
| XGBoostr1 (rate of noisy labels)=30%2026.04 | 0.739 | |
| MLPr1 (rate of noisy labels)=30%2026.04 | 0.746 |