Table 5: Summary statistics for all the models made, along with standard interpretations of the values in parentheses
Model technique Mean AUC (+SD) Mean TSS (+SD)
SRE 0.84 (+0.01) 0.68 (+0.02)
GLM 0.91 (+0.01) 0.74 (+0.01)
GAM 0.93 (+0.02) 0.79 (+0.03)
MARS 0.93 (+0.01) 0.77 (+0.02)
CTA 0.92 (+0.03) 0.81 (+0.03)
FDA 0.93 (+0.01) 0.77 (+0.02)
ANN 0.88 (+0.03) 0.74 (+0.04)
GBM 0.97 (+0.01) 0.84 (+0.02)
RF 0.98 (+0.01) 0.98 (+0.01)
MAXENT 0.95 (+0.01) 0.68 (+0.02)