Table 2. Threshold prediction model diagnostics.
Singapore | Bangkok | |||||
Cutoff | ||||||
Percentile | 50th | 75th | 90th | 50th | 75th | 90th |
No. cases | 105 | 152 | 277.8 | 607 | 770.75 | 1134 |
SVM AUC | 0.925 | 0.906 | 0.979 | 0.940 | 0.960 | 0.988 |
SVM Sens. | 0.861 | 0.765 | 1.000 | 0.952 | 1.000 | 1.000 |
SVM Spec. | 0.916 | 0.905 | 0.864 | 0.829 | 0.839 | 0.986 |
Table reports the AUC and optimal sensitivities and specificities for the LOO predictions for the SVM models at three threshold levels: the 50th, 75th, and 90th percentiles of dengue cases from 2005-2011 for Singapore and Bangkok, respectively.