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Parameter ranges for ROC curve computation, for comparing predictor selection performance of different methods
| Method | SIM/MIM | LASSO/MTV_LASSO | Stability Selection | SPRING | EN | mFDR |
|---|---|---|---|---|---|---|
| Parameter name | LOD | λ | probability threshold | λ1 | λ | mFDR |
| Lowest constraint | 0 | 10e-5 | 0.5 | 10e-8 | 10e-4 | 0.3 |
| Highest constraint | 14 | 0.25 | 0.9 | 0.25 | 8 | 0 |
