Table 2.
Adjustment | Model | Training acc.1) | Test acc.2) | CVC3) |
---|---|---|---|---|
Before | g.13126 T>C | 0.5871 | 0.5783 | 10/10 |
g.13126 T>C, g.15532 C>A | 0.6127 | 0.6037 | 10/10 | |
g.13126 T>C, g.15532 C>A, g.16907 T>C | 0.6221 | 0.5633 | 6/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C | 0.6296 | 0.5715 | 8/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C, g.17921 G>A | 0.6337 | 0.5660 | 10/10 | |
After | g.13126 T>C | 0.7461 | 0.7461 | 10/10 |
g.13126 T>C, g.15532 C>A | 0.8810 | 0.8810 | 10/10 | |
g.13126 T>C, g.15532 C>A, g.17924 G>A | 0.9957 | 0.9935 | 10/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.17924 G>A | 1.0000 | 0.9957 | 10/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C, g.17924 G>A | 1.0000 | 0.9848 | 10/10 |
SNP, single nucleotide polymorphism; MUFA, monounsaturated fatty acid; MDR, multifactor dimensionality reduction.
Training-balanced accuracy.
Test-balanced accuracy.
Cross-validation consistency.