Table 3 Mean relative error prediction accuracy (%) for genomic prediction of an MLP that used feature selected markers from one year to predict adjusted grain yield in future years
From: Improved genomic prediction using machine learning with Variational Bayesian sparsity
Approach | 1 | 2 | 3 | 4 | Ave. |
|---|---|---|---|---|---|
2016 \(\Longrightarrow\) 2017 | 3.49 | 3.27 | 3.55 | 3.27 | 3.40 |
2016 \(\Longrightarrow\) 2018 | 5.90 | 5.13 | 5.17 | 5.84 | 5.51 |
2017 \(\Longrightarrow\) 2018 | 6.32 | 5.83 | 5.82 | 6.02 | 6.00 |