Table 5 Curve fitting equations of accuracies and required training sizes to reach ideal accuracies
Trait | Algorithm | Equation | Required sizea |
|---|---|---|---|
Body weight | GBLUP | \( {r}_{\left(\widehat{g},g\right)}=\sqrt{\frac{0.604\times N}{0.604\times N+371.27}} \) | 1093 |
emBayesB | \( {r}_{\left(\widehat{g},g\right)}=\sqrt{\frac{0.604\times N}{0.604\times N+427.53}} \) | 1258 | |
Body length | GBLUP | \( {r}_{\left(\widehat{g},g\right)}=\sqrt{\frac{0.586\times N}{0.586\times N+410.55}} \) | 1246 |
emBayesB | \( {r}_{\left(\widehat{g},g\right)}=\sqrt{\frac{0.586\times N}{0.586\times N+478.97}} \) | 1453 |