Table 5. Final results with the best regression models analysed with the three original inputs (bounding box in pixels, segmentation mask area in pixels, species class label).
Best values are marked in bold.
| Regression model | MAE (cm) | R2 |
|---|---|---|
| GBR 10-fold | 0.7613 | |
| Extra trees 10-fold | 0.7462 | |
| SVM linear 10-fold | 0.4746 | |
| SVM radial 10-fold | 0.7307 | |
| CatBoost 10-fold | 0.7926 |