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