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. 2018 Apr 24;8(10):5124–5138. doi: 10.1002/ece3.4103

Table 2.

Statistical results for the five different modeling algorithms. Model abbreviations are as follows: GLM, generalized linear model; MARS, multivariate adaptive regression splines; BRT, boosted regression tree, and RF, Random Forest. Statistics for models with climate variables are enclosed in parenthesis

Stats GLM MARS BRT MAXENT RF
AUC 0.84 (0.81) 0.82 (0.81) 0.94 (0.93) 0.86 (0.84) 0.89 (0.86)
TSS 0.51 (0.50) 0.47 (0.46) 0.73 (0.70) 0.53 (0.50) 0.60 (0.59)
%Co 75.7 (73.9) 73.5 (73.2) 86.4 (84.4) 77.5 (74.2) 81.0 (80.1)