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Ecological Processes

Table 2 Mean model performance statistics of the eight models using test dataset for predicting the current and future area suitability of S. didymobotrya tree species under different climatic scenarios

From: Predicting invasion potential of Senna didymobotrya (Fresen.) Irwin & Barneby under the changing climate in Africa

Measure of statistics

Models

 

GLM

SVM

RF

BRT

MARS

GAM

MDA

FDA

Mean value

AUC

0.92

0.96

0.99

0.95

0.95

0.95

0.94

0.92

0.95

TSS

0.76

0.83

0.92

0.81

0.80

0.83

0.78

0.77

0.81

Deviance

0.68

0.52

0.30

0.76

0.59

0.82

0.67

0.71

0.63

Cor

0.76

0.84

0.91

0.81

0.81

0.83

0.79

0.77

0.82

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