Table 4.
Evaluation metrics for the implemented models for dry biomass estimation.
| Model | FS1 | FS2 | FS3 | FS4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | |
| GPR | 0.998 | 0.0305 | 0.119 | 0.97 | 0.0562 | 0.189 | 0.95 | 0.115 | 0.345 | 0.93 | 0.214 | 0.759 |
| ER | 0.96 | 21.509 | 41.668 | 0.96 | 21.606 | 41.391 | 0.83 | 29.769 | 81.012 | 0.93 | 39.303 | 54.028 |
| TR | 0.94 | 14.293 | 49.829 | 0.9 | 15.319 | 61.489 | 0.83 | 29.769 | 81.012 | 0.77 | 44.02 | 94.11 |
| NNR | 0.48 | 114.4 | 140.6 | 0.62 | 95.14 | 125 | 0.54 | 102.5 | 134 | 0.65 | 90.54 | 110 |
| SVMR | 0.42 | 125.2 | 158.6 | 0.58 | 102.65 | 118.6 | 0.53 | 109.4 | 140 | 0.6 | 97.86 | 122 |