Drought Impact Prediction (Fire) on New Mexico Drought Impact (test)
95F1-Score (Class 0)XGBoost
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XGBoostInput Indices=ESI, Lead Time (Weeks)=2:82025.12 | 95 | 94 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=1:82025.12 | 95 | 94 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=2:82025.12 | 95 | 95 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=1:82025.12 | 94 | 94 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=3:82025.12 | 94 | 93 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=1:82025.12 | 94 | 94 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=3:82025.12 | 92 | 90 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=2:82025.12 | 92 | 91 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=3:82025.12 | 92 | 90 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=4:82025.12 | 90 | 87 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=5:82025.12 | 90 | 88 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=4:82025.12 | 90 | 87 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=5:82025.12 | 90 | 88 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=6:82025.12 | 89 | 86 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=7:82025.12 | 89 | 87 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=5:82025.12 | 88 | 85 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=4:82025.12 | 87 | 83 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=6:82025.12 | 85 | 79 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=8:82025.12 | 83 | 74 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=6:82025.12 | 81 | 69 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=7:82025.12 | 81 | 71 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=7:82025.12 | 81 | 71 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=8:82025.12 | 81 | 70 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=8:82025.12 | 75 | 55 |