Drought Impact Prediction (Society & Public Health) on New Mexico Drought Impact (test)
97F1 Score (Class 0)XGBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBoostInput Indices=ESI, Lead Time (Weeks)=7:82025.12 | 97 | 97 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=5:82025.12 | 92 | 91 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=2:82025.12 | 91 | 89 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=7:82025.12 | 91 | 89 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=1:82025.12 | 89 | 87 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=2:82025.12 | 89 | 86 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=3:82025.12 | 89 | 86 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=3:82025.12 | 88 | 85 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=2:82025.12 | 86 | 80 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=5:82025.12 | 85 | 79 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=8:82025.12 | 83 | 75 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=1:82025.12 | 82 | 71 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=1:82025.12 | 81 | 70 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=6:82025.12 | 81 | 68 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=4:82025.12 | 81 | 68 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=8:82025.12 | 80 | 78 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=6:82025.12 | 80 | 67 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=4:82025.12 | 79 | 63 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=6:82025.12 | 79 | 63 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=7:82025.12 | 79 | 65 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=4:82025.12 | 78 | 62 | |
| XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=8:82025.12 | 77 | 59 | |
| XGBoostInput Indices=DSCI, Lead Time (Weeks)=3:82025.12 | 75 | 52 | |
| XGBoostInput Indices=ESI, Lead Time (Weeks)=5:82025.12 | 73 | 43 |