Table 2 Accuracy evaluation of model
From: Possible potential spread of Anopheles stephensi, the Asian malaria vector
Evaluation index | ANN | CTA | FDA | GAM | GBM | GLM | MARS | MAXENT | RF | SRE | EM(WM) | EM(CA) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Kappa | 0.764 | 0.751 | 0.793 | 0.887 | 0.834 | 0.788 | 0.790 | 0.882 | 0.962 | 0.387 | 0.888 | 0.829 |
TSS | 0.711 | 0.700 | 0.732 | 0.867 | 0.837 | 0.749 | 0.734 | 0.907 | 0.953 | 0.478 | 0.924 | 0.926 |
AUC | 0.901 | 0.853 | 0.920 | 0.986 | 0.979 | 0.938 | 0.917 | 0.981 | 0.993 | 0.739 | 0.995 | 0.994 |