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Table 4 XGBoost vs. STAR: percentage point difference in predicted prevalence

From: A machine learning approach to small area estimation: predicting the health, housing and well-being of the population of Netherlands

Difference in prevalence

[0,0.025)

[0.025,0.05)

[0.05,0.075)

[0.075,0.1)

[0.1,0.125)

Total neighbourhoods (%)

92.07

7.29

0.57

0.05

0.02