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Table 4 Power (%) to detecteach functional SNP by BPNN and GPNN analyses of data sets withboth functional and non-functional SNPs

From: Optimizationof neural network architecture using genetic programming improvesdetection and modeling of gene-gene interactions in studies of humandiseases

Epistasis Model

BPNN

GPNN

 

SNP 1

SNP 2

SNP1

SNP 2

1

88

90

100

100

2

80

82

100

100

3

41

50

100

100

4

3

0

92

87

5

0

1

44

47