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. 2024 Nov 28;14:29542. doi: 10.1038/s41598-024-80758-8

Table 5.

SNP–SNP interaction models of the MIR3142HG gene analyzed by the GMDRa.

Model Training Bal. Acc Testing Bal. Acc.b CVC
rs2961920 0.5391 0.5159 6/10
rs2431689, rs58747524 0.5487 0.5145 7/10
rs2431689, rs2961920, rs58747524 0.5568 0.5034 5/10
rs1582417,rs7727115, rs2961920, rs58747524 0.5660 0.4880 4/10
rs1582417, rs7727115, rs17057846, rs2961920, rs58747524 0.5754 0.5036 5/10
rs1582417, rs2431689, rs7727115, rs17057846, rs2961920, rs58747524 0.5802 0.5149 10/10

a Whole dataset statistics: Training Balanced Accuracy, 0.5782; Training Accuracy, 0.5782; Training Sensitivity, 0.5302; Training Specificity, 0.6261; Training Odds Ratio, 1.8899 (1.3227, 2.7003); Training χ2 (P), 12.3300 (p = 0.0004); Training Precision, 0.5860; Training Kappa, 0.1563; Training F-Measure, 0.5567.

GMDR: Generalized Multifactor dimensionality reduction; Bal. Acc: Balanced accuracy; CVC: Cross‐validation consistency.