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. 2013 Nov 14;8(11):e79295. doi: 10.1371/journal.pone.0079295

Table 2. Average estimates of Maxent distribution models for small carnivores in Mudumalai Tiger Reserve (2010 and 2011).

Species Randomtest (%)* Number of Training samples Mean Regularized training gain Mean Unregularized training gain Mean Training AUC Number of Test samples MeanTest gain MeanTest AUC Mean AUC Standard Deviation
F. chaus 20 28 0.75 0.92 0.85 7 0.56 0.79 0.068
30 25 0.75 0.96 0.86 10 0.55 0.80 0.061
40 21 0.75 0.99 0.86 14 0.50 0.79 0.049
50 18 0.79 1.04 0.86 17 0.39 0.78 0.048
Average 0.76 0.98 0.86 0.50 0.79 0.056
V. indica 20 40 0.55 0.70 0.82 9 0.45 0.78 0.059
30 35 0.60 0.78 0.83 14 0.24 0.73 0.054
40 30 0.59 0.77 0.83 19 0.31 0.74 0.049
50 25 0.62 0.84 0.84 24 0.24 0.73 0.043
Average 0.59 0.77 0.83 0.31 0.75 0.051
P. hermaphroditus 20 18 1.04 1.30 0.89 4 0.77 0.85 0.050
30 16 1.01 1.31 0.89 6 0.81 0.84 0.053
40 14 0.91 1.19 0.88 8 0.79 0.85 0.040
50 11 0.94 1.24 0.89 11 0.56 0.83 0.043
Average 0.97 1.26 0.89 0.73 0.84 0.046
H. vitticollis 20 42 0.51 0.64 0.80 10 0.26 0.71 0.063
30 37 0.49 0.64 0.80 15 0.38 0.74 0.053
40 32 0.49 0.64 0.81 20 0.32 0.72 0.046
50 26 0.52 0.72 0.83 26 0.24 0.71 0.042
Average 0.50 0.66 0.81 0.30 0.72 0.051
H. smithii 20 38 0.84 1.03 0.87 9 0.74 0.83 0.062
30 33 0.85 1.05 0.87 14 0.73 0.83 0.048
40 29 0.84 1.07 0.88 18 0.70 0.82 0.042
50 24 0.90 1.16 0.89 23 0.52 0.80 0.042
Average 0.86 1.08 0.88 0.67 0.82 0.048
H. edwardsii 20 26 1.26 1.53 0.92 6 0.95 0.86 0.058
30 23 1.24 1.54 0.93 9 0.93 0.87 0.043
40 20 1.18 1.51 0.93 12 1.07 0.88 0.034
50 16 1.28 1.63 0.93 16 0.88 0.86 0.036
Average 1.24 1.55 0.93 0.96 0.87 0.043

The model performance was computed on different test data set.