Table 5 Paired t-test results of precision and recall of YOLOv5n and YAC-Net in fivefold cross-validation mode
From: A lightweight deep-learning model for parasite egg detection in microscopy images
| Â | Precision (%) | Recall (%) | ||||||
|---|---|---|---|---|---|---|---|---|
YOLOv5n | YAC-Net | t | P | YOLOv5n | YAC-Net | t | P | |
Fold1 | 96.7 | 98.0 | − 14.905 | 0.000118 | 94.5 | 97.4 | −64.116 |  < 0.0001 |
Fold2 | 96.2 | 97.5 | 94.7 | 97.5 | ||||
Fold3 | 97.1 | 98.0 | 94.9 | 97.7 | ||||
Fold4 | 96.1 | 97.2 | 95.0 | 97.7 | ||||
Fold5 | 97.5 | 98.4 | 95.1 | 98.0 | ||||