Table 4 Performance evaluation comparison by multiple binary classifier in the aging data
| Â | TP rate % | FP rate% | Precision % | Recall % | F measure % | AUC % |
|---|---|---|---|---|---|---|
SVM | 80 | 21.1 | 82 | 80 | 79.6 | 79.5 |
libD3C | 85.1 | 15.3 | 85.3 | 85.1 | 85 | 91.9 |
NB | 81.1 | 19.7 | 82.4 | 81.1 | 80.9 | 86 |
| Â | TP rate % | FP rate% | Precision % | Recall % | F measure % | AUC % |
|---|---|---|---|---|---|---|
SVM | 80 | 21.1 | 82 | 80 | 79.6 | 79.5 |
libD3C | 85.1 | 15.3 | 85.3 | 85.1 | 85 | 91.9 |
NB | 81.1 | 19.7 | 82.4 | 81.1 | 80.9 | 86 |