Table 7 Performance metrics of the proposed model with 95% confidence intervals estimated via bootstrapping (N=1000). The confidence intervals indicate the statistical reliability of the reported metrics on the dataset.
Metric | Mean | Confidence Interval 95% |
|---|---|---|
Acc | 97.80% | 97.20% - 98.30% |
Pre | 98.71% | 98.20% - 99.10% |
Rec | 96.33% | 95.70% - 96.90% |
F1-score | 96.81% | 96.20% - 97.40% |
AUROC | 0.990 | 0.986 - 0.993 |
MCC | 0.950 | 0.930 - 0.970 |