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Table 3 Additional features used for prediction in WoON

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

Feature Median (min.–max.) % missing
% in the neighborhood of
   Uninhabited houses 3 (0–100) 0.2
   Single-family houses 78 (0–100) 0.2
   Owner-occupied houses 62 (0–100) 0.2
   Social rental houses 26 (0–100) 0.2
   Houses built before 2000 91 (0–100) 0.2
Distance (m) from home to closest
   Forest 1463 (0–16,271) 0.0
   Backwater 2080 (0–24,852) 0.0
   Public green 280 (0–10,139) 0.0