Table 4. FNR and FOR analysis of the baseline models and the proposed model executed on the BreakHis and WBC datasets.
| Dataset | Model | FNR | FOR |
|---|---|---|---|
| BreakHis | DenseNet | 0.02 | 0.03 |
| BreakHis | VGG16 | 0.06 | 0.05 |
| BreakHis | MobileNet | 0.07 | 0.06 |
| BreakHis | ResNet-50 | 0.03 | 0.04 |
| BreakHis | CNN | 0.04 | 0.05 |
| BreakHis | Proposed model | 0.01 | 0.01 |
| WBC | DenseNet | 0.03 | 0.03 |
| WBC | VGG16 | 0.03 | 0.04 |
| WBC | MobileNet | 0.07 | 0.06 |
| WBC | ResNet-50 | 0.03 | 0.04 |
| BreakHis | CNN | 0.04 | 0.05 |
| BreakHis | Proposed model | 0.01 | 0.01 |