Table 2.
Trait | Model | MAE | MASE | RMSE | R 2 |
---|---|---|---|---|---|
BW, kg | LM | 4.81 | 4.00 | 6.61 | 0.73 |
PLS | 4.62 | 3.85 | 6.48 | 0.74 | |
EN | 4.55 | 3.79 | 6.39 | 0.75 | |
ANN | 5.00 | 4.16 | 6.83 | 0.70 | |
DL | 3.26 | 2.69 | 4.56 | 0.86 | |
MD, mm | LM | 4.10 | 6.30 | 5.16 | 0.35 |
PLS | 4.36 | 6.67 | 5.37 | 0.30 | |
EN | 4.12 | 6.32 | 5.12 | 0.31 | |
ANN | 4.61 | 7.07 | 5.77 | 0.21 | |
DL | 3.28 | 5.02 | 4.34 | 0.50 | |
BF, mm | LM | 1.15 | 18.83 | 1.43 | 0.12 |
PLS | 1.13 | 18.95 | 1.40 | 0.10 | |
EN | 1.08 | 18.00 | 1.35 | 0.16 | |
ANN | 1.20 | 19.69 | 1.52 | 0.10 | |
DL | 0.80 | 13.56 | 1.11 | 0.45 |