From: Fuzzy set-based generalized multifactor dimensionality reduction analysis of gene-gene interactions
order | FGMDR (with covariate adjustment) | FGMDR (without covariate adjustment) | ||||||
---|---|---|---|---|---|---|---|---|
SNP combination | CVC | BA FUZZY | SNP combination | CVC | BA FUZZY | |||
training | testing | training | testing | |||||
2 | 5, 7 | 6 | 0.545 | 0.544 | 1, 8 | 5 | 0.545 | 0.542 |
3 | 1, 5, 7 | 6 | 0.561 | 0.554 | 1, 5, 7 | 4 | 0.561 | 0.554 |
4 | 1, 2, 5, 8 | 5 | 0.581 | 0.561 | 1, 2, 5, 8 | 3 | 0.581 | 0.561 |
5 | 5, 18, 19, 24, 28 | 3 | 0.612 | 0.560 | 1, 2, 3, 4, 19 | 2 | 0.612 | 0.560 |