Table 2. Training data and factors tested in the different evaluations.
Training data | n | Description |
Training dataset | 9 | 3 radius sizes, 3 replicates for each |
Continent/species | 2 | cattle in Africa, chickens in Asia |
Factor | n | Description |
Modelling technique | 2 | Stratified Regression (SR) / Random Forest (RF) |
Dependent variable | 2 | Suitability corrected livestock density (DN) / Animals per rural person (PC) |
Resolution | 2 | 0.0083333 (1 km) / 0.083333 (10 km) dec. degrees |
Predictors | 2 | Full set (AP) / Reduced set (FP) |
Number of bootstraps | 6 | 1, 5, 10, 15, 20 or 25 bootstraps |