Table 4.

Correlation between observed phenotyped and GEBV predicted by the four methods trained on ALL (INT + Late F5).

F14/ALL	BLUP	KNN	RF	GBM
totaly7c_yr1	0.224	-0.066	0.135	0.012
totaly7c_yr2	0.082	-0.026	0.044	-0.087
conscuty_yr1	0.078	0.041	0.012	0.048
conscuty_yr2	0.001	-0.016	-0.036	0.067
vegyld_yr1	0.281	0.157	0.264	0.109
vegyld_yr2	0.095	0.078	0.155	0.064
gcscore_yr1	0.234	-0.005	0.01	-0.205
gcscore_yr2	0.369	0.136	0.252	0.175
dmd	0.414	0.239	0.353	0.076
n	0.314	0.337	0.314	0.231
wsc	0.598	0.366	0.402	0.277

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