Table 1.
Model | AUC | FCT | Sens. | Spec. | CCR | TSS | Underp. | Overp. | |
---|---|---|---|---|---|---|---|---|---|
Late 20th century | Disease | 0.971 | 0.5 | 0.959 | 0.905 | 0.905 | 0.864 | 0.001 | 0.895 |
0.2 | 0.982 | 0.873 | 0.875 | 0.855 | 0.000 | 0.917 | |||
Vectors | 0.919 | 0.5 | 0.946 | 0.705 | 0.717 | 0.651 | 0.004 | 0.849 | |
0.2 | 0.991 | 0.591 | 0.612 | 0.582 | 0.001 | 0.881 | |||
Transmission risk | 0.962 | 0.5 | 0.922 | 0.909 | 0.909 | 0.831 | 0.001 | 0.895 | |
0.2 | 0.982 | 0.876 | 0.877 | 0.858 | 0.000 | 0.915 | |||
Early 21st century | Disease | 0.963 | 0.5 | 0.961 | 0.872 | 0.874 | 0.833 | 0.001 | 0.832 |
0.2 | 0.988 | 0.826 | 0.830 | 0.814 | 0.000 | 0.868 | |||
Vectors | 0.928 | 0.5 | 0.947 | 0.740 | 0.761 | 0.687 | 0.008 | 0.715 | |
0.2 | 0.994 | 0.576 | 0.618 | 0.570 | 0.001 | 0.796 | |||
Transmission risk | 0.951 | 0.5 | 0.876 | 0.889 | 0.889 | 0.765 | 0.004 | 0.825 | |
0.2 | 0.980 | 0.833 | 0.837 | 0.813 | 0.001 | 0.864 | |||
Early 21st century (enhanced model) | Disease | 0.964 | 0.5 | 0.968 | 0.872 | 0.875 | 0.840 | 0.001 | 0.831 |
0.2 | 0.994 | 0.833 | 0.837 | 0.827 | 0.000 | 0.863 | |||
Vectors | 0.932 | 0.5 | 0.958 | 0.752 | 0.772 | 0.710 | 0.006 | 0.704 | |
0.2 | 0.991 | 0.616 | 0.653 | 0.607 | 0.002 | 0.780 | |||
Transmission risk | 0.954 | 0.5 | 0.878 | 0.894 | 0.894 | 0.772 | 0.004 | 0.818 | |
0.2 | 0.992 | 0.843 | 0.847 | 0.835 | 0.000 | 0.855 |
AUC area under the receiver operator characteristic curve, FCT favourability classification threshold, Sens. sensitivity, Spec. specificity, CCR correct classification rate, TSS true skill statistic, Underp. underprediction rate, Overp. overprediction rate.