BMC Public Health

Table 11 Prediction performance measures of the models

From: Social, economic, and legislative factors and global road traffic fatalities

Model	r		RMSE		MAE		RAE		R²
Model	2013	2016	2013	2016	2013	2016	2013	2016	2013	2016
SMLR	0.86	0.88	4.62	4.27	3.21	3.11	0.40	0.39	0.75	0.78
CART	0.91	0.91	3.80	3.71	2.75	2.71	0.34	0.34	0.82	0.84
MARS	0.90	0.90	4.02	3.90	2.93	2.80	0.36	0.35	0.81	0.82

r correlation coefficient, RMSE Root mean squared error, MAE Mean absolute error, RAE Relative absolute error, SMLR Stepwise multivariate linear regression, CART Classification and regression trees, MARS Multivariate adaptive regression splines

Back to article page

ISSN: 1471-2458

Contact us

Submission enquiries: bmcpublichealth@biomedcentral.com
General enquiries: ORSupport@springernature.com