Table 6 Comparison between RNNs and LSTMs models for the patients’ adverse reactions after MODERNA vaccine and in three target classes using different performance evaluation metrics.
MODERNA | |||||||||
|---|---|---|---|---|---|---|---|---|---|
Model | Hospitalized | Recoved | Died | ||||||
Accuracy | Recall | Specificity | Accuracy | Recall | Specificity | Accuracy | Recall | Specificity | |
RNN | 92.704 | 97.027 | 88.536 | 97.794 | 97.473 | 97.981 | 93.485 | 96.582 | 90.456 |
Precision | F1_Score | Time | Precision | F1_Score | Time | Precision | F1_Score | Time | |
89.084 | 92.886 | 3025.82 | 96.574 | 97.021 | 604.277 | 90.826 | 93.615 | 5154.79 | |
LSTM | 92.09 | 89.49 | 94.12 | 82.82 | 72.01 | 95.83 | 89.17 | 95.09 | 84.79 |
Precision | F1_Score | Time | Precision | F1_Score | Time | Precision | F1_Score | Time | |
92.29 | 90.87 | 484.630 | 95.43 | 82.08 | 166.185 | 82.00 | 88.06 | 687.35 | |
