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. 2021 May 31;22:402. doi: 10.1186/s12864-021-07574-6

Table 5.

Prediction accuracies for heading date. Mean prediction abilities and their standard deviations estimated from 40 replications of five-fold cross validations using QTL regression, GBLUP, QTL fixed effects plus GBLUP, Bayes B, and Bayesian Lasso models

Model Ral18 Kin19 Pla19
μ sd μ sd μ sd
QTL Regres. 0.67 0.017 0.64 0.013 0.60 0.005
GBLUP 0.39 0.029 0.39 0.024 0.53 0.017
QTL/GBLUP 0.70 0.010 0.66 0.008 0.64 0.009
Bayes B 0.71 0.015 0.69 0.011 0.63 0.014
Bayes Lasso 0.63 0.026 0.58 0.019 0.57 0.018