Table 3.
Regression tasks (model type) | Validation Dataset (n = 623) | Test Dataset (n = 71) | ||||
---|---|---|---|---|---|---|
MAE | MPAE | MBE | MAE | MPAE | MBE | |
Length (single target; single model) | 30.5 mm | 6.7% | 0.54 mm | 40.1 mm | 8.3% | 30.9 mm |
Length (single target; ensemble) | 25.4 mm | 5.6% | 0.54 mm | 36.6 mm | 7.6% | 30.9 mm |
Girth (single target; single model) | 23.8 mm | 9.1% | −3.47 mm | 43.0 mm | 17.3% | 36.6 mm |
Girth (single target; ensemble) | 20.3 mm | 7.7% | −3.47 mm | 41.3 mm | 16.8% | 36.6 mm |
Weight (single target; single model) | 0.324 kg | 24.3% | 0.0 kg | 0.661 kg | 28.6% | 0.2 kg |
Weight (single target; ensemble) | 0.261kg | 19% | 0.0 kg | 0.634 kg | 26.9% | 0.2 kg |