From: SNP interaction detection with Random Forests in high-dimensional genetic data
 | Level of LD | MAF | Detection Definition | Raw MDA | Liaw MDA | SD MDA | Gini | LR P-value |
---|---|---|---|---|---|---|---|---|
1 | Strong | .294 | Causal SNP | 0.13 | 0.12 | 0.14 | 0.08 | 0.21 |
 |  |  | Causal Region | 0.38 | 0.3 | 0.4 | 0.29 | 0.49 |
 | Strong | .309 | Causal SNP | 0.25 | 0.18 | 0.28 | 0.26 | 0.33 |
 |  |  | Causal Region | 0.56 | 0.48 | 0.55 | 0.58 | 0.48 |
2 | Weak | .294 | Causal SNP | 0.72 | 0.58 | 0.73 | 0.78 | 0.73 |
 | Weak | .281 | Causal SNP | 0.66 | 0.56 | 0.71 | 0.79 | 0.76 |
3 | Strong | .294 | Causal SNP | 0.15 | 0.13 | 0.11 | 0.08 | 0.21 |
 |  |  | Causal Region | 0.5 | 0.46 | 0.52 | 0.39 | 0.71 |
 | Weak | .294 | Causal SNP | 0.59 | 0.52 | 0.63 | 0.78 | 0.5 |
4 | None | .294 | Causal SNP | 0.67 | 0.57 | 0.72 | 0.73 | 0.75 |
 | None | .294 | Causal SNP | 0.68 | 0.6 | 0.67 | 0.7 | 0.76 |