Skip to main content

Table 3 Error statistics for each model type for outcomes with varying buffer sizes

From: Physical environment features that predict outdoor active play can be measured using Google Street View images

Target

Best method

Best buffer

RMSE

R2

MAE

Bicycles

XGBoost

1000 m

0.83

0.27

0.44

Vehicles

XGBoost

500 m

0.91

0.21

0.69

Pedestrians

SVM

1000 m

0.81

0.28

0.29

Back to article page

International Journal of Health Geographics

ISSN: 1476-072X