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Table 5 Accuracy of genomic prediction of breeding values for milk production traits

From: Multi-population genomic prediction using a multi-task Bayesian learning model

  Ayrshire Holstein
Trait Single-task Pooling Multi-task Single-task Pooling Multi-task
No. of SNP: 28,206
Milk yield 0.52 0.44 0.54 0.66 0.65 0.66
Fat yield 0.64 0.55 0.66 0.63 0.64 0.63
Protein yield 0.70 0.60 0.70 0.69 0.69 0.68
Fat % 0.66 0.58 0.72 0.74 0.74 0.74
Protein % 0.48 0.51 0.55 0.67 0.68 0.67
No. of SNP: 246,668
Milk yield 0.54 0.53 0.55 0.64 0.64 0.64
Fat yield 0.67 0.62 0.67 0.63 0.64 0.63
Protein yield 0.72 0.68 0.72 0.66 0.66 0.66
Fat % 0.66 0.65 0.69 0.77 0.77 0.78
Protein % 0.51 0.42 0.53 0.71 0.68 0.70