Table 1.

Prediction accuracy of TSW, NSeed, and BegFlo within the CRB339 collection.

		Phenotypic prediction accuracy	Genomic prediction accuracy 2007_2007					Genomic prediction accuracy 2007_2003
			kPLSR	LASSO	GBLUP	BayesA	BayesB	kPLSR	LASSO	GBLUP	BayesA	BayesB
TSW	Mean	0.93	0.86	0.82	0.86	0.86	0.86	0.83	0.79	0.82	0.83	0.83
	stdev	0.02	0.02	0.03	0.03	0.03	0.03	0.03	0.04	0.03	0.03	0.03
NSeed	Mean	0.69	0.73	0.66	0.73	0.73	0.72	0.67	0.64	0.67	0.68	0.67
	stdev	0.06	0.04	0.05	0.04	0.04	0.04	0.05	0.06	0.06	0.05	0.05
BegFlo	Mean	0.79	0.78	0.76	0.78	0.78	0.79	0.64	0.63	0.64	0.64	0.65
	stdev	0.05	0.04	0.04	0.04	0.04	0.04	0.05	0.06	0.05	0.05	0.05

Mean and standard deviation (stdev), across 200 repetitions, of the phenotypic prediction accuracy and of within- and across-year genomic prediction accuracies are provided for each trait.