From: Transmission risk of Oropouche fever across the Americas
Environmental predictors | Model calibration region | Mean performance in G (SD) | Total suitable pixels | ||
---|---|---|---|---|---|
OC-SVM | Convex hulls | OC-SVM | Convex hulls | ||
PCs prop. = 95% | Centroid based buffer | 0.49 (0.17) | 0.54 (0.17) | 96,335.5 | 83,375.5 |
PCs prop. = 95% | South America | 0.48 (0.16) | 0.56 (0.18) | 91,830 | 80,161 |
PCs prop. = 96% | Americas | 0.63 (0.17) | 0.45 (0.19) | 122,456 | 79,344 |
Climates | Centroid based buffer | 0.62 (0.16) | 0.44 (0.17) | 114,231 | 107,553.5 |
Climates | South America | 0.60 (0.17) | 0.48 (0.20) | 114,917 | 105,012 |
Climates | Americas | 0.58 (0.20) | 0.51 (0.18) | 122,851 | 120,561 |