Table 4.
Comparison of results when the number of filters in each convolutional layer was set to 0.5 times, 1 time, and 1.5 times.
| Pathological Diagnosis | Change Ratio of the Number of Filters in Each Convolutional Layer of Our CNN Model | ||
|---|---|---|---|
| 0.5 Times | 1.0 Time | 1.5 Times | |
| Invasive carcinoma (217) | 190 (87.6%) | 190 (87.6%) | 196 (90.3%) |
| Noninvasive carcinoma (70) | 52 (74.3%) | 60 (85.7%) | 50 (71.4%) |
| Fibroadenoma (180) | 146 (81.1%) | 151 (83.9%) | 150 (83.3%) |
| Cyst (111) | 102 (91.9%) | 95 (85.6%) | 97 (87.4%) |
| Total (578) | 490 (84.8%) | 496 (85.8%) | 493 (85.3%) |