From: Comparison of new computational methods for spatial modelling of malaria
Fold | Model | Mean width | Std. Dev. Width | Points within (%) | |
---|---|---|---|---|---|
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 |