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Table 2 Comparison of the best models, prediction accuracies, cross-validation consistencies, and P values for END identified by generalized multifactor dimensionality reduction analysis

From: Variants in clopidogrel-relevant genes and early neurological deterioration in ischemic stroke patients receiving clopidogrel

Best modelaTraining balanced accuracyTesting balanced accuracyCross-validation consistencySign test (P value)
160.6130.5827/106 (0.432)
1,20.4180.5348/108 (0.296)
1, 2, 30.6120.62310/109 (0.019)
1, 2, 3, 40.5130.5868/106 (0.632)
1, 2, 3, 4, 50.6170.5229/108 (0.763)
1, 2, 3, 4, 5, 60.5430.5147/107 (0.604)
1, 2, 3, 4, 5, 6, 70.4760.4956/105 (0.835)
1, 2, 3, 4, 5, 6, 7, 80.5430.5667/107 (0.351)
1, 2, 3, 4, 5, 6, 7, 8, 90.4460.5528/105 (0.675)
1, 2, 3, 4, 5, 6, 7, 8, 9, 100.6120.6246/106 (0.723)
1, 2, 3, 4, 5, 6, 7, 8, 9, 10,110.5750.5137/107 (0.372)
1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,120.4840.4975/106 (0.667)
1, 2,3, 4, 5, 6, 7, 8, 9, 10,11,12,130.5970.5837/105 (0.432)
1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,13,140.5820.6058/106 (0.317)
1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,13,14,150.6220.5726/108 (0.186)
1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12,13,14,15,160.4750.4024/105 (0.726)
  1. END early neurological deterioration
  2. a Numbers 1–16 represent rs4244285, rs2317676, rs16863323, rs17110453, rs11871251, rs776746, rs1371097, rs701265, rs1439010, rs2242480, rs9859538, rs4986893, rs1934980, rs1799853, rs1057910, and rs2032562, respectively