Table 5 The F1-score metrics for different forecasting horizon depending on loss function (MA-Net model).
From: Wildfire spreading prediction using multimodal data and deep neural network approach
| Â | Day 1 | Day 2 | Day 3 | Day 4 | Day 5 |
|---|---|---|---|---|---|
BCE loss | 0.64 | 0.58 | 0.63 | 0.65 | 0.57 |
Dice + focal loss | 0.65 | 0.65 | 0.67 | 0.64 | 0.62 |
General dice loss | 0.66 | 0.66 | 0.66 | 0.62 | 0.64 |
Tversky | 0.68 | 0.64 | 0.66 | 0.65 | 0.65 |
