Wildfire prediction on GridMET and GFED5 Yosemite region
74.82AccuracyXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoost2026.05 | 74.82 | 22.51 | 52.34 | 31.48 | 71.09 | |
| BCE + EAPOk=52026.05 | 74.31 | 22.76 | 55.37 | 32.26 | 71.97 | |
| BCE2026.05 | 74.16 | 20.58 | 46.83 | 28.6 | 68.39 | |
| Focal2026.05 | 72.42 | 20.84 | 53.44 | 29.98 | 70.67 | |
| Focal + SFTk=102026.05 | 71.45 | 20.87 | 56.75 | 30.52 | 70.19 | |
| Focal + EAPOk=32026.05 | 69.19 | 21.26 | 66.12 | 32.17 | 73.1 | |
| Focal + EAPOk=52026.05 | 69.19 | 21.16 | 65.56 | 31.99 | 73.08 | |
| Focal + EAPOk=102026.05 | 69.07 | 21.18 | 66.12 | 32.09 | 73.07 | |
| Logistic Regression2026.05 | 66.42 | 19.52 | 65.29 | 30.06 | 70.4 |