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Table 2 Results from theBPNN and GPNN analyses of datasets with only 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

 

Classification Error

Prediction Error

Classification Error

Prediction Error

1

0.238

0.233

0.237

0.237

2

0.180

0.179

0.181

0.181

3

0.268

0.268

0.287

0.301

4

0.370

0.386

0.375

0.398

5

0.405

0.439

0.405

0.439

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BMC Bioinformatics

ISSN: 1471-2105

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