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Table 3 Results from theBPNN and GPNN analyses of data sets with both functional and non-functionalSNPs

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

Epistasis Model

BPNN

GPNN

 

Classification Error

Prediction Error

Classification Error

Prediction Error

1

0.008

0.340

0.237

0.237

2

0.008

0.303

0.242

0.243

3

0.009

0.398

0.335

0.360

4

0.013

0.477

0.387

0.431

5

0.012

0.486

0.401

0.479

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BMC Bioinformatics

ISSN: 1471-2105

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