Comparison of new computational methods for spatial modelling of malaria

Malaria Journal

Table 3 Cross-validation results of the four models

Fold	Model	RMSE	Correlation	% points with absolute error less than
Fold	Model	RMSE	Correlation	0.05	0.1	0.2
10-fold	INLA	0.181	0.235	69.211	76.316	86.053
	GPBoost	0.127	0.646	52.632	73.947	93.158
	SpRF	0.132	0.641	69.474	80.263	91.053
	FRK	0.125	0.661	57.105	76.579	92.105
50-fold	INLA	0.124	0.683	69.474	80.789	87.895
	GPBoost	0.11	0.751	65.789	80.789	90
	SpRF	0.121	0.702	67.632	78.947	90.526
	FRK	0.123	0.702	66.053	79.211	90.263

Boldface denotes the best score in each column for each of the cross-validation experiments

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