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Table 7 Results of deep transfer learning

From: Transfer learning for genotype–phenotype prediction using deep learning models

Phenotype

SNPs

Best model

Best model accuracy on YRI_ED

CEU_5_1

1196, 1196, 4901

Model 1,2,5

66

CEU_5_2

3551, 6583

Model 3,5

75

CEU_5_3

921, 80

Model 2,4

71

CEU_5_4

126,932,932,969

Model 2,3,4,5

71

CEU_10_1

3485, 6601

Model 4,6

71

CEU_10_2

150,150,162,3545

Model 6,9,4,2

76

CEU_10_3

134, 134, 5015

Model 5,7,7

76

CEU_10_4

164

Model 4

76

  1. The first, second, third, and fourth columns show the phenotype, the optimal number of SNPs, the best model for the YRI_ED dataset, and the accuracy of the YRI_ED dataset. These models are further used on YRI_FD