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Table 1 Stratified drug-response prediction model incorporating omics data

From: Incorporating methylation genome information improves prediction accuracy for drug treatment responses

 

Training error rate ± SD

Test error rate ± SD

SNP

8.59% ± 0.88%

43.65% ± 4.79%

CpG

8.88% ± 2.87%

45.00% ± 3.29%

Add useful CpG information to SNPs

0.00% ± 0.00%

41.92% ± 4.64%

Add useful CpG information to SNPs + age, sex, smoking

0.00% ± 0.00%

41.54% ± 5.66%

  1. The error rates are average 5-fold cross-validation error rates by ANN using inputs
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BMC Genomic Data

ISSN: 2730-6844

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