Skip to main content

Table 5 Different accuracy metrics for “drinker” indicator

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

Model

Accuracy

AUC

MSE

NLL

Time

Null

0.801

0.500

0.160

0.500

0 s

STAR

0.814

0.737

0.138

0.437

28 min

XGBoost0_xy

0.815

0.742

0.137

0.434

6s

XGBoost_xy

0.816

0.744

0.136

0.433

3 min

XGBoost0_ogc

0.815

0.742

0.137

0.434

17s

XGBoost_ogc

0.816

0.744

0.136

0.433

6 min

  1. Bold values indicated the best result, not statistical significance
Back to article page

International Journal of Health Geographics

ISSN: 1476-072X