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. 2017 Feb 1;30(6):765–772. doi: 10.5713/ajas.16.0263

Table 1.

The best SNP in five-factor interactions of the C18:1 base in the MDR method for Korean native cattle

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.

1)

Training-balanced accuracy.

2)

Test-balanced accuracy.

3)

Cross-validation consistency.