Table 1. Models AUC and TSS performance scores.
Modelling process using Psnow as climatic variable | Modelling process usingTmin as climatic variable | Modelling process using Tmax as climatic variable | Modelling process using Pann as climatic variable | |||||
---|---|---|---|---|---|---|---|---|
Algorithm | AUC score | TSS score | AUC score | TSS score | AUC score | TSS score | AUC score | TSS score |
GAM | 0.939 | 0.742 | 0.920 | 0.928 | 0.725 | 0.708 | 0.918 | 0.698 |
BRT | 0.959 | 0.801 | 0.946 | 0.952 | 0.786 | 0.749 | 0.947 | 0.755 |
CTA | 0.920 | 0.755 | 0.853 | 0.869 | 0.649 | 0.626 | 0.874 | 0.647 |
ANN | 0.925 | 0.703 | 0.917 | 0.696 | 0.931 | 0.729 | 0.916 | 0.703 |
MARS | 0.930 | 0.717 | 0.910 | 0.918 | 0.700 | 0.655 | 0.904 | 0.648 |