Table 1.
Adjustment | Model | Training acc.1) | Test acc.2) | CVC3) |
---|---|---|---|---|
Before | g.13126 T>C | 0.6016 | 0.6016 | 10/10 |
g.13126 T>C, g.15532 C>A | 0.6235 | 0.5869 | 9/10 | |
g.13126 T>C, g.15532 C>A, g.16907 T>C | 0.6407 | 0.6176 | 10/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C | 0.6517 | 0.6300 | 10/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C, g.17921 G>A | 0.6565 | 0.6317 | 10/10 | |
After | g.13126 T>C | 0.7426 | 0.7426 | 10/10 |
g.13126 T>C, g.15532 C>A | 0.8719 | 0.8719 | 10/10 | |
g.13126 T>C, g.15532 C>A, g.17924 G>A | 0.9886 | 0.9829 | 8/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.17924 G>A | 1.0000 | 0.9956 | 10/10 | |
g.12870 T>C, g.13126 T>C, g.15532 C>A, g.16907 T>C, g.17924 G>A | 1.0000 | 0.9846 | 10/10 |
SNP, single nucleotide polymorphism; MDR, multifactor dimensionality reduction.
Training-balanced accuracy.
Test-balanced accuracy.
Cross-validation consistency.