Table 1. Estimates of average ± Standard Deviation (SD) for five decision metrics derived from ten replicates of 10-fold cross-validation results created by 10 Genomic Prediction (GP) methods.

GP method	Sensitivity	Specificity	Precision	Decision accuracy	AUC
RR	0.86±0.03	0.83±0.02	0.89±0.02	0.85±0.01	0.76±0.05
BGLR	0.66±0.03	0.83±0.03	0.86±0.02	0.75±0.02	0.94±0.00
LR	0.51±0.06	0.5±0.06	0.51±0.07	0.50±0.05	0.51±0.04
PLR	0.86±0.04	0.88±0.05	0.89±0.05	0.87±0.03	0.97±0.02
ANN	0.91±0.03	0.90±0.03	0.90±0.04	0.90±0.02	0.99±0.02
RF	0.98±0.02	0.93±0.02	0.94±0.02	0.96±0.01	1.00±0.01
GBM	0.99±0.05	0.89±0.04	0.89±0.04	0.91±0.04	1.00±0.02
SVM	0.61±0.06	0.97±0.04	0.99±0.02	0.67±0.05	0.94±0.04
NB	0.94±0.03	0.74±0.06	0.78±0.06	0.84±0.04	0.91±0.04
KNN	0.79±0.06	0.83±0.06	0.83±0.05	0.81±0.03	0.47±0.06