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The reliability of a flow field prediction can be defined as ratio of the true variance to total measured variance of vorticity maps [36].
Heritability (h) is defined as the ratio of additive genetic variance to total phenotypic variance unexplained by covariates, and does not take into account epistasis or dominance.
The estimated ratios of residual polygenic variance to total additive genetic variance ranged from 0 to 53.4% among the 15 traits studied here.
However, the present study estimated residual polygenic variance for each trait, while in Gao et al. a constant ratio of residual polygenic variance to total additive genetic variance was used for all traits.
From the animal models, we extracted the additive genetic variance (VA) and the heritability (the ratio of additive genetic variance to total phenotypic variance, [ 58]) of all traits (Table 1).
One way to obtain the total explained variance from a model term like Aa is to write var(Aa) = AA′ σ a 2 and compute or evaluate the expected average diagonal of AA′ to provide the constant to scale the per-SNP explained variance to total explained variance.
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Repeatability was also assessed using intra-class correlation (ICC), which measures the contribution of between subject variances to total variance.
The proportions, that is, percent variances to total variance, are 94.3% and 2.4% for the first and second principal components (PC1 and PC2), respectively.
We used the variance components to calculate H as: Similar to the calculation of H, we calculated maternal effects (m) as the ratio of maternal variance (Vm) to total phenotypic variance (Vg + Vm + Ve).
The reliability of the procedure is the proportion of variance attributable to candidates to total variance.
The HBMA is an ensemble method for prediction and is used to segregate the sources of model structure uncertainty in ANNs and investigate their variance contributions to total prediction variance.
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