Table 14 Detailed results of the best multicenter models by test databases and labels (M: Malignant, B: Benign).
Model | Test database | Label | Precision (%) | Recall (%) | F-score (%) | Testing Acc. (%) |
|---|---|---|---|---|---|---|
MultiC Config2 | BreaKHis | M | 57.9 | 92.8 | 71.4 | 67.3 |
B | 89.5 | 47.4 | 62 | |||
IDC | M | 90.7 | 86 | 88.3 | 83.7 | |
B | 68.9 | 77.8 | 73.1 | |||
MultiC Config3 | BreaKhis | M | 70.9 | 93.4 | 80.6 | 81 |
B | 93.1 | 70.1 | 80 | |||
IDC | M | 95 | 77.3 | 85.4 | 80 | |
B | 61.3 | 90.2 | 73 | |||
MultiC Config8 | BreaKHis | M | 65.9 | 89.8 | 76.1 | 75 |
B | 89 | 63.7 | 74.3 | |||
IDC | M | 95.4 | 77 | 85.3 | 81 | |
B | 61 | 91 | 73.9 |
