Table 5 Classification results after pruning 50% channels
From: Breast cancer histopathology image classification through assembling multiple compact CNNs
Acc. | Str. | Magnification Factors | |||
|---|---|---|---|---|---|
|  |  | 40 × | 100 × | 200 × | 400 × |
PL | 1 | 82.4 ±3.5 | 80.2 ±9.5 | 81.9 ±5.4 | 75.7 ±3.3 |
|  | 2 | 84.9 ±2.5 | 83.1 ±3.9 | 84.0 ±1.3 | 79.3 ±5.1 |
|  | 3 | 85.2 ±2.6 | 83.5 ±3.8 | 84.1 ±1.4 | 79.3 ±2.7 |
IL | 1 | 81.3 ±2.9 | 79.9 ±0.8 | 81.7 ±1.3 | 75.3 ±3.5 |
|  | 2 | 85.2 ±1.7 | 83.8 ±2.9 | 84.8 ±1.8 | 80.2 ±5.0 |
|  | 3 | 85.7 ±1.9 | 84.2 ±3.2 | 84.9 ±2.2 | 80.1 ±4.4 |