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Wealth prediction on Zambian DHS 2018 (test)
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0.727
R2 Score
Distance to Points of Interest
0.16436
0.31043
0.4565
0.60257
Jan 10, 2026
R2 Score
MSE
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
R2 Score
MSE
MAE
Distance to Points of Interest
Number of Features=178
2026.01
0.727
0.294
0.437
Satellite Imagery (using vision model)
Number of Features=768
2026.01
0.705
0.319
0.447
All X Topics
Number of Features=103
2026.01
0.646
0.382
0.475
Seven Development X Topics
Number of Features=7
2026.01
0.61
0.421
0.514
Building Count
Number of Features=1
2026.01
0.52
0.518
0.56
Building Perimeter
Number of Features=1
2026.01
0.519
0.519
0.56
Building Area
Number of Features=1
2026.01
0.505
0.534
0.571
NDVI
Number of Features=1
2026.01
0.186
0.879
0.803
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