Malaria Journal

Table 5 Interval prediction results of the four models

From: Comparison of new computational methods for spatial modelling of malaria

Fold	Model	Mean width	Std. Dev. Width	Points within (%)
Fold	Model	Mean width	Std. Dev. Width	1SD	2SD
10-fold	INLA	0.102	0.048	75	87.105
	GPBoost	0.136	0.014	84.211	95.526
	SpRF	0.071	0.106	37.105	55
	FRK	0.1	0.072	83.421	92.368
50-fold	INLA	0.096	0.091	81.053	95.789
	GPBoost	0.112	0.014	81.053	91.053
	SpRF	0.056	0.086	28.158	42.895
	FRK	0.062	0.068	74.474	85

Mean width refers to the average of the predicted standard deviations, while Std. Dev. width refers to their standard deviation

Back to article page

ISSN: 1475-2875

Contact us

Submission enquiries: journalsubmissions@springernature.com