Predictive Modeling on NHANES
89.7AccuracyGRASP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRASPModel=XGB2026.02 | 89.7 | 43.7 | 0.416 | |
| LASSOModel=XGB2026.02 | 89.5 | 43.1 | 0.406 | |
| GRASPModel=RF2026.02 | 89 | 22.6 | 0.297 | |
| SHAPModel=XGB2026.02 | 88.6 | 39.3 | 0.356 | |
| LASSOModel=RF2026.02 | 88.4 | 12 | 0.206 | |
| SHAPModel=RF2026.02 | 88.3 | 9.3 | 0.186 | |
| AFSModel=RF2026.02 | 87.8 | — | — | |
| AFSModel=XGB2026.02 | 87.8 | — | — | |
| LASSOModel=LR2026.02 | 78.6 | 49.1 | 0.448 | |
| SHAPModel=LR2026.02 | 78.5 | 48.7 | 0.44 | |
| GRASPModel=LR2026.02 | 78.3 | 48.3 | 0.436 | |
| AFSModel=LR2026.02 | 65 | 28.3 | 0.155 |