Comparison of new computational methods for spatial modelling of malaria

Malaria Journal

Table 6 Cross-validation results for INLA-based models using a binomial and Beta-binomial response

Fold	Model	RMSE	Correlation	% points with absolute error less than
Fold	Model	RMSE	Correlation	0.05	0.1	0.2
10-fold	INLA binomial	0.181	0.235	69.211	76.316	86.053
10-fold	INLA Beta-binomial	0.166	0.457	70.263	76.316	85.789
50-fold	INLA binomial	0.124	0.683	69.474	80.789	87.895
50-fold	INLA Beta-binomial	0.115	0.74	71.053	80.263	89.474

ISSN: 1475-2875