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Table 1 Cross-validated prediction accuracy

From: Socioeconomic and environmental determinants of asthma prevalence: a cross-sectional study at the U.S. County level using geographically weighted random forests

 

RF

GWRF

MSE

17.62

10.61

MAE

3.02

2.80

RMSE

4.20

3.20

R2

0.82

0.89

Moran’s I (residuals)

0.28 (p < 0.05)

0.0008 (p > 0.05)

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International Journal of Health Geographics

ISSN: 1476-072X