Table 5 Performance evaluation comparison by multiple binary classifier in the aging data after feature selection
| Â | TP rate % | FP rate% | Precision % | Recall % | F measure % | AUC % |
|---|---|---|---|---|---|---|
SVM | 83.5 | 17.1 | 84.2 | 83.5 | 83.4 | 83.2 |
libD3C | 84.6 | 15.7 | 84.8 | 84.6 | 84.6 | 92.3 |
NB | 81.9 | 18.5 | 82.1 | 81.9 | 81.9 | 86.8 |