Table 5 Functional SNP pair identification in balanced 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 (%) |
balanced_200_0.2_20 | 1000 | 100 | 1.000 | 100 | 0.667 | 99 | 100 |
balanced _200_0.1_20 | 0.448 | 84 | 0.556 | 88 | 0.240 | 81 | 88 |
balanced_200_0.05_20 | 0.303 | 54 | 0.303 | 54 | 0.068 | 45 | 55 |
balanced_200_0.2_100 | 1.000 | 100 | 0.923 | 99 | 0.444 | 95 | 100 |
balanced_200_0.1_100 | 0.441 | 62 | 0.400 | 61 | 0.148 | 54 | 63 |
balanced_200_0.05_100 | 0.093 | 22 | 0.116 | 24 | 0.025 | 21 | 24 |