Table 5.
The compression evaluation result of the ablation study.
AI Models | SE | SP | Az. | MCC | F1-Score | PPV | NPV | |
---|---|---|---|---|---|---|---|---|
Baseline Model | ADAM | 95.8 | 97.88 | 96.53 | 93.38 | 94.89 | 94.82 | 96.88 |
RMSP | 94.09 | 95.66 | 95.18 | 94.37 | 94.11 | 94.21 | 95.63 | |
SGD | 93.50 | 96.65 | 96.59 | 95.05 | 94.55 | 95.61 | 97.84 | |
The Proposed BCNet | ADAM | 96.51 | 98.83 | 98.47 | 95.59 | 96.03 | 95.85 | 98.85 |
RMSP | 96.22 | 98.88 | 98.51 | 95.73 | 96.24 | 96.33 | 98.86 | |
SGD | 95.21 | 98.74 | 98.24 | 94.67 | 95.30 | 95.53 | 98.70 |