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Table 5 SNPs interaction by the multifactor dimensionality reduction (MDR) analysis

From: Skin pigmentation polymorphisms associated with increased risk of melanoma in a case-control sample from southern Brazil

Models

Balanced Accuracy CV Training

Balanced Accuracy CV Testing

Cross-validation consistency

P1

rs1129038

0.5900

0.5190

5/10

0.564

rs1426654 and rs16891982

0.6216

0.6170

10/10

< 0.001

rs1129038. rs1426654 and rs16891982

0.6347

0.5863

10/10

0.031

  1. 1Evaluated using a 1000-fold permutation test to compare observed testing accuracies with those expected under the null hypothesis of null association