Research Article
A Semi-supervised Deep Learning Method for Cervical Cell Classification
Table 3
Record of classifier accuracy.
| | Group | Vgg19 | ResNet18 | ResNet50 | ResNeXt29_264d | ResNeXt29_464d | Fused classifier |
| | A1 | 90.55% | 91.60% | 90.78% | 93.12% | 92.51% | — | | A2 | 85.01% | 87.64% | 87.49% | 87.21% | 88.04% | — | | B1 | 89.29% | 89.44% | 90.23% | 90.14% | 90.92% | 90.32% | | B2 | 90.14% | 90.95% | 90.34% | 91.67% | 91.94% | 91.29% |
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