Table 5.
Evaluation metrics for the implemented models for wet biomass estimation.
| Model | FS1 | FS2 | FS3 | FS4 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | R2 | MAE | RMSE | |
| GPR | 0.987 | 0.59112 | 2.4142 | 0.96 | 0.653 | 2.681 | 0.95 | 3.4624 | 7.456 | 0.92 | 3.589 | 9.1563 |
| ER | 0.88 | 11.295 | 15.481 | 0.85 | 13.146 | 18.158 | 0.85 | 19.64 | 23.231 | 0.7 | 20.114 | 25.099 |
| TR | 0.95 | 0.4432 | 5.7246 | 0.83 | 10.146 | 20.4562 | 0.9 | 9.5462 | 13.562 | 0.75 | 19.456 | 21.025 |
| NNR | 0.75 | 24.056 | 28.245 | 0.68 | 24.256 | 29.256 | 0.59 | 23.251 | 31.256 | 0.43 | 27.156 | 33.254 |
| SVMR | 0.64 | 21.055 | 30.025 | 0.42 | 28.745 | 35.254 | 0.43 | 26.152 | 34.521 | 0.31 | 30.376 | 39.272 |