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Table 3 The first, second, third, fourth, and fifth columns show the phenotype, the optimal number of SNPs, the best model for the YRI_ED dataset, accuracy on the YRI_ED dataset, and the final accuracy on the YRI_FD dataset

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

Phenotype

SNPs

Best model

YRI_ED accuracy

YRI_FD accuracy

YRI_5_1

236

UB

66

56

YRI_5_2

26

CART

85

52

YRI_5_3

10

SVM

61

44

YRI_5_4

1048

UB

71

42

YRI_10_1

1086

SVM

76

48

YRI_10_2

11

Random forest

66

52

YRI_10_3

1110

CART

71

52

YRI_10_4

36

SVM

61

46