Comparison of new computational methods for spatial modelling of malaria

Malaria Journal

Table 1 Cross-validation results of the four models

Model	10-fold- RMSE	50-fold RMSE	Training Correlation	10-fold Correlation	50-fold Correlation	% points within 1SD (10-fold)
INLA	0.181	0.124	0.909	0.235	0.683	75
GPBoost	0.127	0.11	0.873	0.646	0.751	84.211
SpRF	0.132	0.121	0.912	0.641	0.702	37.105
FRK	0.125	0.123	0.902	0.661	0.702	83.421

ISSN: 1475-2875