Table 2. Summary of performance statistics of C. fimbriata MaxEnt models.
Model No. | Variables | MaxEnt settings | Test AUCcv (±SD) | Test OR | Model Ranka | ||
---|---|---|---|---|---|---|---|
Features | RM | 0% | 10% | ||||
1 | bio1, bio2, bio13, bio14, bio15, bio19, Elevation | LQH | 1.5 | 0.970 ± 0.012 | 0.017 | 0.110 | 1 |
2 | Same as above | LQH | 2.0 | 0.969 ± 0.011 | 0.037 | 0.133 | 6 |
3 | Same as above | LQPTH | 1.5 | 0.971 ± 0.012 | 0.093 | 0.150 | 10 |
4 | Same as above | LQPTH | 2.0 | 0.965 ± 0.014 | 0.090 | 0.200 | 11 |
5 | Same as above | LQP | 1.0 | 0.951 ± 0.017 | 0.057 | 0.130 | 4 |
6 | Same as above | LQP | 1.5 | 0.946 ± 0.017 | 0.033 | 0.143 | 8 |
7 | Same as above | LQP | 2.0 | 0.939 ± 0.021 | 0.020 | 0.110 | 2 |
8 | Same as above | LH | 1.5 | 0.971 ± 0.012 | 0.020 | 0.133 | 5 |
9 | Same as above | LH | 2.0 | 0.967 ± 0.013 | 0.033 | 0.150 | 9 |
10 | Same as above | LQPT | 1.5 | 0.956 ± 0.021 | 0.057 | 0.223 | 13 |
11 | Same as above | LQPT | 2.0 | 0.948 ± 0.020 | 0.040 | 0.220 | 12 |
12 | Same as above | LQPH | 1.5 | 0.974 ± 0.010 | 0.070 | 0.137 | 7 |
13 | Same as above | LQPH | 2.0 | 0.967 ± 0.012 | 0.053 | 0.110 | 3 |
See Table 1 for variables’ full names. L, Q, P, T and H are linear, quadratic, product, threshold and hinge features, respectively. RM is regularization multiplier, and SD is standard deviation. OR is test omission rate. Test AUCcv is MaxEnt 10-fold cross-validation Area Under the ROC curve.
aThe model with the highest performance is highlighted in bold.