Table 3 Class-wise performance metrics of conventional CSHG-CervixNet using k-fold cross-validation.
Performance metrics- k-fold | Specificity | Precision | Recall | F1-score |
---|---|---|---|---|
Dyskeratotic | 99.54 | 98.61 | 100 | 99.30 |
Koilocytotic | 99.53 | 98.68 | 100 | 99.33 |
Metaplastic | 100 | 100 | 98.70 | 99.34 |
Parabasal | 100 | 100 | 100 | 100 |
Superficial_intermediate | 100 | 100 | 96.96 | 98.46 |