Genetics Selection Evolution

Table 4 Pearson correlations of MBV predictions in the training data (above diagonal) and in cohorts of young bulls (below diagonal) between five methods

From: A comparison of five methods to predict genomic breeding values of dairy bulls from genome-wide SNP markers

	ASI					PPT
Method	FR-LS	RR-BLUP	Bayes-R	SVR	PLSR	FR-LS	RR-BLUP	Bayes-R	SVR	PLSR
FR-LS		0.73	0.74	0.73	0.71		0.66	0.67	0.66	0.64
RR-BLUP	0.57		1	0.99	0.97	0.59		1	0.98	0.97
Bayes-R	0.58	0.96		0.99	0.97	0.63	0.95		0.98	0.96
SVR	0.59	0.93	0.96		0.96	0.63	0.91	0.97		0.95
PLSR	0.55	0.93	0.97	0.95		0.60	0.92	0.97	0.93

ASI: Australian Selection Index; PPT: protein percentage; FR-LS: fixed regression-least squares; RR-BLUP: random regression-BLUP; Bayes-R: Bayesian regression; SVR: support vector regression; PLSR: partial least squares regression.

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ISSN: 1297-9686

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