Table 2 The performance metrics of the proposed model CSHG-CervixNet using hold-out validation.
Performance metrics- hold out | Specificity | Precision | Recall | F1-score |
|---|---|---|---|---|
Dyskeratotic | 97.2 | 98.6 | 97.9 | 99.1 |
Koilocytotic | 97.7 | 93.5 | 96 | 94.7 |
Metaplastic | 99.1 | 97.3 | 96.1 | 96.7 |
Parabasal | 100 | 100 | 100 | 100 |
Superficial_intermediate | 100 | 93.9 | 96.9 | 100 |
