Skip to main content
. 2020 Aug 8;98(8):skaa250. doi: 10.1093/jas/skaa250

Table 2.

Estimated CV MAE, MASE, RMSE, and R2 for BW, MD, and BF for the best multiple LM, PLS, EN, ANN, and DL image encoder

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