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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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