Table 4 Ablation experiments on model configuration
From: Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture
Model Configuration | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) |
|---|---|---|---|---|
Base ResNet50 (Reference) | 95.24 | 97.40 | 97.09 | 97.56 |
Fewer Layers | 93.87 | 95.12 | 94.22 | 94.68 |
More Layers | 96.52 | 97.85 | 97.02 | 97.41 |