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Table 1.

Recall (+/- SD)/ Models RF ET XGB LGBM
1:1 PA, PCA_based
1:2 PA, PCA_based
1:2 PA, random sampling
1:4 PA, random sampling
Precision (+/- SD)/ Models RF ET XGB LGBM
1:1 PA, PCA_based
1:2 PA, PCA_based
1:2 PA, random sampling
1:4 PA, random sampling

Fig 1. Difference in probabilities of occurrence for <species> between current and SSP 2-4.5 climate change scenario

Fig 2. Top 5 Feature importances for (i) RF, (ii) ET, (iii) XGB and (iv) LGBM

Fig 3. Top 3 Partial dependence plots for (i) RF, (ii) ET, (iii) XGB and (iv) LGBM