Table 2. Results of pairwise Wilcoxon test of the effect of predictor variables (climate, vegetation and landscape configuration) on model performance estimated by AUC and TSS.
Predictor variables | Climate-Vegetation | Climate-Landscape | Vegetation-Landscape | |||||||||
Evaluation method | AUC | TSS | AUC | TSS | AUC | TSS | ||||||
Model technique | BRT | RF ** | BRT | RF | BRT *** | RF ** | BRT *** | RF ** | BRT ** | RF | BRT ** | RF |
Wilcoxon test | W = 13512 | W = 14459 | W = 13326 | W = 13410 | W = 15853 | W = 14168 | W = 15727 | W = 14155 | W = 14528 | W = 11319 | W = 14595 | W = 12470 |
p = 0.0575 | p = 0.0019 | p = 0.096 | p = 0.077 | p = 1.1e-06 | p = 0.0063 | p = 2.5e-06 | p = 0.0066 | p = 0.0014 | p = 0.3801 | p = 0.001 | p = 0.562 |