Table 3:
CKMRnn performance on data with misspecified population trend. The method is trained with simulations of constant population size, but tested on simulations with population size increasing or decreasing by 1% per year.
CKMRnn performance for misspecified population trend | |||
---|---|---|---|
Population trend | Spatial sampling bias | Mean relative absolute error | Mean relative error |
decreasing | uniform | 0.206 | 0.206 |
increasing | uniform | 0.234 | −0.232 |
decreasing | medium | 0.224 | 0.224 |
increasing | medium | 0.211 | −0.211 |
decreasing | high | 0.208 | 0.207 |
increasing | high | 0.192 | −0.192 |