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. 2022 Oct 31;17(10):e0276501. doi: 10.1371/journal.pone.0276501

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