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ResearchFormerly WizWand

Drought Impact Prediction (Water Supply & Quality) on New Mexico Drought Impact (test)

93F1 Score (Class 0)XGBoost
75.3279.9184.589.09Dec 20, 2025
Updated 8mo ago

Evaluation results

MethodLinks
XGBoostInput Indices=DSCI, Lead Time (Weeks)=1:82025.129392
XGBoostInput Indices=DSCI, Lead Time (Weeks)=2:82025.129189
XGBoostInput Indices=ESI, Lead Time (Weeks)=3:82025.129088
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=2:82025.128985
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=3:82025.128985
XGBoostInput Indices=DSCI, Lead Time (Weeks)=4:82025.128884
XGBoostInput Indices=DSCI, Lead Time (Weeks)=5:82025.128885
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=1:82025.128883
XGBoostInput Indices=ESI, Lead Time (Weeks)=2:82025.128782
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=5:82025.128782
XGBoostInput Indices=ESI, Lead Time (Weeks)=1:82025.128579
XGBoostInput Indices=ESI, Lead Time (Weeks)=4:82025.128578
XGBoostInput Indices=DSCI, Lead Time (Weeks)=3:82025.128578
XGBoostInput Indices=ESI, Lead Time (Weeks)=6:82025.128374
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=6:82025.128273
XGBoostInput Indices=ESI, Lead Time (Weeks)=5:82025.128168
XGBoostInput Indices=DSCI, Lead Time (Weeks)=6:82025.128174
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=4:82025.128170
XGBoostInput Indices=DSCI, Lead Time (Weeks)=7:82025.128068
XGBoostInput Indices=ESI, Lead Time (Weeks)=7:82025.127965
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=7:82025.127965
XGBoostInput Indices=DSCI & ESI, Lead Time (Weeks)=8:82025.127863
XGBoostInput Indices=ESI, Lead Time (Weeks)=8:82025.127655
XGBoostInput Indices=DSCI, Lead Time (Weeks)=8:82025.127651