Research Article
Nominated Texture Based Cervical Cancer Classification
Table 6
Precision of various classifiers for different classification of cervical cytology images.
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Classifiers | Precision % | Normal squamous | Intermediate squamous | Columnar | Mild dysplasia | Moderate dysplasia | Severe dysplasia | Carcinoma in situ |
| C1 | 96.91 | 93.89 | 92.35 | 92.33 | 96.62 | 92.10 | 91.72 | C2 | 94.76 | 91.92 | 87.99 | 79.26 | 78.60 | 63.10 | 83.41 | C3 | 97.60 | 93.23 | 86.68 | 86.24 | 83.84 | 44.32 | 86.24 | C4 | 91.92 | 90.17 | 82.31 | 79.48 | 79.91 | 34.93 | 75.76 | C5 | 91.92 | 96.07 | 85.59 | 84.06 | 79.48 | 74.45 | 78.82 | C6 | 95.41 | 91.92 | 81.00 | 84.50 | 81.66 | 68.12 | 79.04 | C7 | 95.85 | 91.92 | 89.97 | 85.59 | 94.10 | 89.98 | 90.18 |
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