Table 7. The results of the performance comparison.
LSTM (proposed) | RNN | Rule-based | |
---|---|---|---|
Accuracy | 99.65% | 99.57% | 98.91% |
Specificity (NPV) | 99.95% | 99.68% | 99.23% |
Sensitivity (Recall) | 80.84% | 77.33% | 26.44% |
Precision (PPV) | 61.52% | 50.76% | 12.90% |
F1 Score | 0.6987 | 0.6119 | 0.1734 |