BMC Genomic Data

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

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ISSN: 2730-6844

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