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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