|
N
|
Method of training with validation in generation 8
|
---|
Training
| |
PBLUPa
|
BayesBb
|
BayesCb
|
BayesC0
|
GBLUPc
|
---|
G1-G7
|
1,814
|
0.27
|
0.60
|
0.57
|
0.50
|
0.50
|
G1
|
295
|
0.10
|
0.35
|
0.33
|
0.19
|
0.20
|
G2
|
323
|
0.00
|
0.36
|
0.36
|
0.24
|
0.24
|
G3
|
294
|
0.02
|
0.49
|
0.45
|
0.28
|
0.28
|
G4
|
360
|
−0.07
|
0.40
|
0.30
|
0.12
|
0.12
|
G5
|
290
|
−0.01
|
0.47
|
0.38
|
0.32
|
0.32
|
G6
|
252
|
0.19
|
0.49
|
0.44
|
0.33
|
0.34
|
G7
|
295
|
0.22
|
0.48
|
0.45
|
0.37
|
0.37
|
Averaged
| |
0.06
|
0.43
|
0.39
|
0.26
|
0.27
|
-
aPedigree-based BLUP
-
bMixture models assumed the fraction of SNPs with 0 effect (π) of 0.99
-
cGBLUP was fitted as BayesC0 with genetic and residual scale factors having 100° of freedom
-
dAverage of the 7 individual generation results