Wealth prediction on Zambian DHS 2018 (test)
0.727R2 ScoreDistance to Points of Interest
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Distance to Points of InterestNumber of Features=1782026.01 | 0.727 | 0.294 | 0.437 | |
| Satellite Imagery (using vision model)Number of Features=7682026.01 | 0.705 | 0.319 | 0.447 | |
| All X TopicsNumber of Features=1032026.01 | 0.646 | 0.382 | 0.475 | |
| Seven Development X TopicsNumber of Features=72026.01 | 0.61 | 0.421 | 0.514 | |
| Building CountNumber of Features=12026.01 | 0.52 | 0.518 | 0.56 | |
| Building PerimeterNumber of Features=12026.01 | 0.519 | 0.519 | 0.56 | |
| Building AreaNumber of Features=12026.01 | 0.505 | 0.534 | 0.571 | |
| NDVINumber of Features=12026.01 | 0.186 | 0.879 | 0.803 |