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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