Table 6 Functional SNP pair identification in imbalanced datasets by combining multiple algorithms
From: A genetic ensemble approach for gene-gene interaction identification
Dataset | (GE + PIA) | (GE + MDR) | (PIA + MDR) | (GE + PIA + MDR) | |||
|---|---|---|---|---|---|---|---|
| Â | CD | Power J (%) | CD | Power J (%) | CD | Power J (%) | Power J (%) |
imbalanced_200_0.2_20 | 0.714 | 96 | 0.818 | 98 | 0.750 | 97 | 99 |
imbalanced_200_0.1_20 | 0.567 | 71 | 0.481 | 73 | 0.475 | 68 | 76 |
imbalanced_200_0.05_20 | 0.286 | 40 | 0.301 | 42 | 0.287 | 38 | 47 |