Predictive Modeling on UKB
94.6AccuracyGRASP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRASPModel=RF2026.02 | 94.6 | 1.6 | 0.045 | |
| LASSOModel=RF2026.02 | 94.6 | 0.7 | 0.032 | |
| AFSModel=RF2026.02 | 94.6 | — | — | |
| AFSModel=XGB2026.02 | 94.6 | — | — | |
| SHAPModel=RF2026.02 | 94.5 | 0.9 | 0.048 | |
| GRASPModel=XGB2026.02 | 94.2 | 14.3 | 0.142 | |
| LASSOModel=XGB2026.02 | 94 | 13.7 | 0.15 | |
| SHAPModel=XGB2026.02 | 93.7 | 15.2 | 0.142 | |
| GRASPModel=LR2026.02 | 75.5 | 19.7 | 0.17 | |
| LASSOModel=LR2026.02 | 75.2 | 20.3 | 0.181 | |
| SHAPModel=LR2026.02 | 73.5 | 20.6 | 0.191 | |
| AFSModel=LR2026.02 | 70.4 | 12 | 0.05 |