Research Article
Frost Forecasting considering Geographical Characteristics
Table 9
Results of XGBoost by group with all variables using the SMOTE technique.
| Group | TN | FP | FN | TP | Accuracy | Precision | Recall | F1 | CSI |
| 1 | 8995 | 323 | 225 | 399 | 0.945 | 0.553 | 0.639 | 0.593 | 0.421 | 2 | 19953 | 1334 | 1402 | 7264 | 0.909 | 0.845 | 0.838 | 0.842 | 0.726 | Total | 28948 | 1657 | 1627 | 7663 | 0.918 | 0.822 | 0.825 | 0.824 | 0.700 |
|
|