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Table 2 Estimates of heritability and average prediction accuracy based on tenfold cross-validation for different models

From: Genome‑wide association study and genomic prediction for growth traits in yellow-plumage chicken using genotyping-by-sequencing

Phenotype

Genomic heritability

ABLUP accuracy

GBLUP accuracy

GFBLUP accuracy

42 DW

0.31

0.26/0.52

0.31/0.69

0.35

84 DW

0.51

0.27/0.52

0.45/0.76

0.52

FCR

0.42

0.26/0.57

0.39/0.72

0.44

ADG

0.42

0.25/0.51

0.42/0.74

0.48

  1. ABLUP pedigree-based best linear unbiased prediction, GBLUP genomic best linear unbiased prediction, GFBLUP genomic feature BLUP
  2. Numbers before and after “/” are the observed prediction accuracy and theoretical prediction accuracy, respectively