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Table 3

Global average performance parameters of the local GEP and SVM models

ModelsGEP
SVM
SIVAFNSSIVAFNS
Input configuration I 0.507 0.788 0.788 0.724 0.751 0.630 
Input configuration II 0.350 0.841 0.842 0.378 0.846 0.804 
Input configuration III 0.479 0.815 0.816 0.701 0.796 0.723 
External models 0.441 0.878 0.887 0.491 0.861 0.859 
ModelsGEP
SVM
SIVAFNSSIVAFNS
Input configuration I 0.507 0.788 0.788 0.724 0.751 0.630 
Input configuration II 0.350 0.841 0.842 0.378 0.846 0.804 
Input configuration III 0.479 0.815 0.816 0.701 0.796 0.723 
External models 0.441 0.878 0.887 0.491 0.861 0.859 

Note: The indices belong to the averaged statistics of the applied input configurations in the studied locations. External models were fed with input configuration II.

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