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Table 6 Multifactor dimensionality reduction (MDR) analysis for OSCC risk predication

From: Association of microRNA polymorphisms with the risk of head and neck squamous cell carcinoma in a Chinese population: a case–control study

Best model Training bal. acc. Testing bal. acc. P a CVC
One-factor (age) 0.6063 0.5570 0.1602 10/10
Two-factor (age and miR-605 rs2043556) 0.6575 0.5590 0.1511 5/10
Three-factor (age, miR-146a rs2910164, and miR-196a2 rs11614913) 0.7276 0.5314 0.4463 6/10
Four-factor (age, miR-146a rs2910164, miR-608 rs4919510, and miR-196a2 rs11614913) 0.8221 0.5491 0.2411 10/10
  1. Training bal. acc. training balanced accuracy, Testing bal. acc. testing balanced accuracy, CVC cross-validation consistency
  2. a P values for testing balanced accuracy