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Table 2 Summary of BRCAPRAD and TNBCPRAD model results by EN and twiner, considering the median values obtained from 100 models built on randomly generated training and test sets (MSE, mean squared error; AUC, area under the precision-recall curve; Miscl, misclassifications; Vars, nr. of variables selected)

From: Twiner: correlation-based regularization for identifying common cancer gene signatures

   # Vars MSE AUC # Miscl
    Train Test Train Test Train Test
BRCAPRAD EN 58 0.013 0.018 0.98 0.98 17 9
  twiner 69 0.012 0.018 0.99 0.98 15 9
TNBCPRAD EN 61 0.025 0.034 0.97 0.96 16 8
  twiner 71 0.025 0.034 0.97 0.96 14 8