Research Article
Breast Cancer Pathological Image Classification Based on the Multiscale CNN Squeeze Model
Table 4
Comparison of magnification-related classification results for all networks.
| Model | 40 Times | 100 Times | 200 Times | 400 Times | | | R | | | R | | | R | | | R |
| 1 | 0.822 | 0.845 | 0.907 | 0.836 | 0.836 | 0.921 | 0.864 | 0.868 | 0.947 | 0.875 | 0.864 | 0.967 | 2 | 0.826 | 0.820 | 0.956 | 0.862 | 0.861 | 0.953 | 0.867 | 0.862 | 0.962 | 0.879 | 0.865 | 0.973 | 3 | 0.805 | 0.808 | 0.941 | 0.836 | 0.845 | 0.935 | 0.870 | 0.866 | 0.962 | 0.824 | 0.837 | 0.918 | 4 | 0.862 | 0.890 | 0.912 | 0.862 | 0.884 | 0.921 | 0.880 | 0.887 | 0.947 | 0.889 | 0.889 | 0.957 | 5 | 0.829 | 0.856 | 0.902 | 0.868 | 0.878 | 0.940 | 0.874 | 0.905 | 0.913 | 0.882 | 0.884 | 0.951 |
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