Table 2.
Performance accuracy of the proposed approach
| Measure | Balanced | Imbalanced | ||||||
|---|---|---|---|---|---|---|---|---|
| Human | Cattle | Fish | Worm | Human | Cattle | Fish | Worm | |
| AUC-ROC | 96.05 | 96.94 | 96.95 | 96.24 | 97.21 | 97.45 | 97.41 | 98.06 |
| AUC-PR | 97.64 | 97.89 | 97.91 | 97.90 | 93.24 | 93.34 | 93.38 | 92.29 |
The performance of the proposed approach is measured in terms of AUC-ROC and AUC-PR in all the four species under both balanced and imbalanced situations. It can be seen that the values of AUC-ROC is almost similar in all the four species under both situations, whereas the values of AUC-PR are higher in balanced case as compared to the imbalanced situation