Table 4 Performance results on BUSI with ResNet50.
Epochs | Ac | L | VA | VL |
|---|---|---|---|---|
1 | 71.48 | 41.42 | 74.51 | 38.34 |
10 | 75.24 | 38.23 | 77.88 | 41.43 |
20 | 77.53 | 35.34 | 78.02 | 34.34 |
30 | 79.23 | 26.45 | 79.79 | 32.20 |
40 | 81.91 | 27.35 | 83.54 | 31.21 |
50 | 85.92 | 25.36 | 85.67 | 32.67 |
60 | 88.29 | 21.24 | 89.25 | 31.16 |
70 | 90.45 | 20.45 | 89.57 | 30.67 |
80 | 91.85 | 18.75 | 90.54 | 29.12 |
90 | 93.13 | 15.15 | 90.88 | 27.24 |
100 | 93.88 | 13.89 | 91.20 | 26.34 |