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Comparison of results when the number of convolutional layers was set to 3, 4, and 5.
| Pathological Diagnosis | Num. of Convolutional Layers in CNN | ||
|---|---|---|---|
| 3 | 4 | 5 | |
| Invasive carcinoma (217) | 189 (87.1%) | 190 (87.6%) | 195 (89.9%) |
| Noninvasive carcinoma (70) | 58 (82.9%) | 60 (85.7%) | 51 (72.9%) |
| Fibroadenoma (180) | 143 (79.4%) | 151 (83.9%) | 151 (83.9%) |
| Cyst (111) | 96 (86.5%) | 95 (85.6%) | 89 (80.2%) |
| Total (578) | 486 (84.1%) | 496 (85.8%) | 486 (84.1%) |
