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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