Table 6 Performance vs. Activation function (3-layer, \(50\%\) dropout).
From: Embedding-driven dual-branch approach for accurate breast tumor cellularity classification
Dropout rate | Accuracy (%) | Precision (%) | F1 (%) | Average (%) |
|---|---|---|---|---|
0.0 | 95.00 | 95.00 | 95.00 | 95.42 |
0.25 | 96.43 | 96.43 | 96.43 | 96.98 |
0.50 | 97.86 | 97.86 | 97.86 | 98.15 |
0.75 | 94.29 | 94.29 | 94.29 | 94.71 |
