Table 5.
Performance comparison for MIM and Bilingual Dictionary
| Syndrome | TP + FN | PPV | Sensitivity | Specificity | F | F2 |
|---|---|---|---|---|---|---|
| Mutual Information-based Mapping (MIM) | ||||||
| GI | 592 | 0.97*** | 0.97*** | 0.98*** | 0.97*** | 0.97*** |
| RASH | 45 | 0.87*** | 0.77 | 0.99*** | 0.82*** | 0.80*** |
| RESP | 331 | 0.89 | 0.96*** | 0.97 | 0.93*** | 0.94*** |
| URESP | 132 | 0.86*** | 0.91*** | 0.98* | 0.88*** | 0.89*** |
| LRESP | 272 | 0.93 | 0.98*** | 0.98 | 0.95** | 0.96*** |
| FEVER | 413 | 0.99 | 0.96*** | 0.99 | 0.97 | 0.97 |
| Bilingual Dictionary | ||||||
| GI | 592 | 0.36 | 0.36 | 0.70 | 0.36 | 0.36 |
| RASH | 45 | 0.54 | 0.77 | 0.98 | 0.64 | 0.68 |
| RESP | 331 | 0.88 | 0.79 | 0.97 | 0.83 | 0.82 |
| URESP | 132 | 0.43 | 0.16 | 0.98 | 0.24 | 0.20 |
| LRESP | 272 | 0.95** | 0.90 | 0.99** | 0.93 | 0.92 |
| FEVER | 413 | NA | 0.00 | 1.00** | NA | NA |
Statistical test is based on 3000 bootstrappings.
*
p-value <0.1.
**
p-value <0.05.
***
p-value <0.01.