Table 3.

Correlation between observed phenotyped and GEBV predicted by the four methods trained on INT (Intermediate F11 + F12 + F13).

F14/INT	BLUP	KNN	RF	GBM
totaly7c_yr1	0.275	-0.015	0.09	0.223
totaly7c_yr2	-0.013	0.067	0.057	-0.005
conscuty_yr1	0.114	0.005	0.14	0.054
conscuty_yr2	-0.048	0.062	-0.105	-0.071
vegyld_yr1	0.315	0.093	0.295	0.134
vegyld_yr2	0.044	0.055	0.071	0.01
gcscore_yr1	0.28	-0.038	0.124	-0.206
gcscore_yr2	0.339	0.168	0.266	0.182
dmd	0.396	0.148	0.347	0.132
n	0.290	0.166	0.357	0.041
wsc	0.590	0.353	0.365	0.292

The highest prediction accuracy for each trait is highlighted in bold.