|
Model
|
Method
|
TDS
|
WW
|
|---|
|
DTH
|
DTM
|
DHTM
|
PH
|
GY
|
DTH
|
DTM
|
DHTM
|
PH
|
GY
|
|---|
|
UV1
|
RR-BLUP
|
0.10
|
0.10
|
0.10
|
0.06
|
0.06
|
0.09
|
0.08
|
0.04
|
0.06
|
0.05
|
|
GBLUP
|
0.12
|
0.10
|
0.10
|
0.06
|
0.07
|
0.09
|
0.08
|
0.04
|
0.06
|
0.06
|
|
BA
|
0.11
|
0.11
|
0.10
|
− 0.05
|
0.11
|
0.09
|
0.09
|
0.02
|
− 0.04
|
0.12
|
|
BB
|
0.11
|
0.11
|
0.10
|
− 0.02
|
0.10
|
0.10
|
0.09
|
0.03
|
− 0.02
|
0.12
|
|
BC \(\pi \)
|
0.12
|
0.11
|
0.10
|
− 0.01
|
0.10
|
0.09
|
0.09
|
0.04
|
− 0.01
|
0.11
|
|
BL
|
0.11
|
0.12
|
0.10
|
− 0.06
|
0.08
|
0.11
|
0.08
|
0.03
|
− 0.04
|
0.12
|
|
BRR
|
0.11
|
0.10
|
0.10
|
− 0.03
|
0.10
|
0.10
|
0.09
|
0.03
|
− 0.01
|
0.11
|
|
UV2
|
RR-BLUP
|
0.15
|
0.38
|
0.16
|
0.11
|
0.15
|
0.23
|
0.37
|
0.01
|
0.23
|
− 0.03
|
|
GBLUP
|
0.17
|
0.38
|
0.15
|
0.10
|
0.12
|
0.21
|
0.36
|
− 0.01
|
0.23
|
− 0.03
|
|
BA
|
0.18
|
0.37
|
0.15
|
0.01
|
0.15
|
0.19
|
0.32
|
0.03
|
0.13
|
0.11
|
|
BB
|
0.18
|
0.38
|
0.15
|
0.02
|
0.15
|
0.21
|
0.34
|
0.03
|
0.16
|
0.10
|
|
BC \(\pi \)
|
0.18
|
0.38
|
0.16
|
0.03
|
0.16
|
0.22
|
0.34
|
0.03
|
0.18
|
0.09
|
|
BL
|
0.19
|
0.37
|
0.15
|
− 0.02
|
0.14
|
0.19
|
0.34
|
0.02
|
0.10
|
0.07
|
|
BRR
|
0.19
|
0.39
|
0.16
|
0.04
|
0.16
|
0.22
|
0.34
|
0.04
|
0.19
|
0.09
|
|
UV3
|
RR-BLUP
|
0.15
|
0.42
|
0.19
|
0.15
|
0.12
|
− 0.05
|
0.36
|
0.23
|
− 0.06
|
0.19
|
|
GBLUP
|
0.14
|
0.42
|
0.19
|
0.13
|
0.09
|
0.01
|
0.35
|
0.22
|
− 0.02
|
0.17
|
|
BA
|
0.15
|
0.39
|
0.20
|
0.02
|
0.12
|
0.09
|
0.31
|
0.17
|
− 0.04
|
0.18
|
|
BB
|
0.15
|
0.41
|
0.20
|
0.05
|
0.12
|
0.08
|
0.31
|
0.18
|
− 0.02
|
0.18
|
|
BC \(\pi \)
|
0.15
|
0.41
|
0.21
|
0.06
|
0.13
|
0.08
|
0.32
|
0.19
|
− 0.01
|
0.18
|
|
BL
|
0.16
|
0.40
|
0.20
|
0.01
|
0.11
|
0.06
|
0.30
|
0.16
|
− 0.05
|
0.18
|
|
BRR
|
0.16
|
0.41
|
0.21
|
0.07
|
0.13
|
0.08
|
0.32
|
0.20
|
− 0.01
|
0.19
|
|
UV4
|
RR-BLUP
|
0.14
|
0.44
|
0.17
|
0.14
|
0.13
|
0.22
|
0.42
|
0.23
|
0.25
|
0.18
|
|
GBLUP
|
0.16
|
0.44
|
0.18
|
0.12
|
0.12
|
0.21
|
0.41
|
0.21
|
0.24
|
0.16
|
|
BA
|
0.17
|
0.44
|
0.19
|
0.02
|
0.15
|
0.20
|
0.38
|
0.16
|
0.15
|
0.18
|
|
BB
|
0.17
|
0.44
|
0.19
|
0.05
|
0.14
|
0.20
|
0.39
|
0.17
|
0.18
|
0.18
|
|
BC \(\pi \)
|
0.17
|
0.44
|
0.20
|
0.06
|
0.14
|
0.21
|
0.40
|
0.19
|
0.20
|
0.17
|
|
BL
|
0.17
|
0.43
|
0.20
|
− 0.01
|
0.16
|
0.20
|
0.38
|
0.13
|
0.11
|
0.19
|
|
BRR
|
0.18
|
0.45
|
0.20
|
0.07
|
0.15
|
0.21
|
0.39
|
0.19
|
0.20
|
0.18
|
- The average of accuracies was reported across folds and repeats. No covariate was used in the UV1 model. TOR as a covariate was used in the UV2 model. STR as a covariate was used in the UV3 model. Both TOR and STR as covariates were utilized in the UV4 model
- GBLUP genomic best linear unbiased prediction, RR-BLUP ridge regression-best linear unbiased prediction, BA Bayesian A, BB Bayesian B, BC \(\pi \) Bayesian C \(\pi \), BL Bayesian LASSO, BRR Bayesian ridge regression, DTH days to heading, DTM days to maturity, DHTM duration of heading-to-maturity, PH plant height (cm), GY grain yield (kg/m2), TOR tolerance ratio, STR stress ratio
