From: Breast cancer histopathology image classification through assembling multiple compact CNNs
Cri. | Str. | Magnification Factors | |||
---|---|---|---|---|---|
 |  | 40 × | 100 × | 200 × | 400 × |
F1 | 1 | 86.9 ±1.7 | 86.0 ±0.7 | 87.1 ±1.2 | 82.5 ±2.3 |
 | 2 | 89.9 ±1.1 | 88.5 ±1.4 | 89.1 ±1.7 | 86.1 ±3.1 |
 | 3 | 90.0 ±1.2 | 88.8 ±1.7 | 89.2 ±1.9 | 86.1 ±2.7 |
Pr. | 1 | 82.8 ±4.2 | 80.9 ±2.2 | 83.9 ±3.4 | 78.2 ±4.1 |
 | 2 | 84.6 ±2.2 | 85.4 ±5.1 | 86.4 ±2.2 | 81.5 ±5.6 |
 | 3 | 84.6 ±2.5 | 85.2 ±5.1 | 86.1 ±2.8 | 81.0 ±5.0 |
Rec. | 1 | 91.7 ±2.5 | 91.8 ±2.5 | 90.8 ±3.3 | 87.4 ±1.2 |
 | 2 | 95.9 ±0.7 | 92.2 ±3.4 | 92.0 ±2.2 | 91.6 ±3.9 |
 | 3 | 96.3 ±0.9 | 93.2 ±2.9 | 92.7 ±2.3 | 92.2 ±3.2 |