Research Article
Long Short-Term Memory Neural Networks for RNA Viruses Mutations Prediction
Table 3
Results varying according to epoch’s numbers of the influenza dataset.
| Epochs | Training | Validation | Epochs | Training | Validation |
| 1 | 35.51 | 93.95 | 11 | 98.79 | 98.81 | 2 | 91.47 | 98.44 | 12 | 98.82 | 98.88 | 3 | 97.19 | 98.47 | 13 | 98.85 | 98.9 | 4 | 97.94 | 98.55 | 14 | 98.88 | 98.62 | 5 | 98.24 | 98.71 | 15 | 98.9 | 98.91 | 6 | 98.43 | 98.66 | 16 | 98.92 | 98.78 | 7 | 98.54 | 98.4 | 17 | 98.95 | 98.84 | 8 | 98.63 | 98.49 | 18 | 98.96 | 98.94 | 9 | 98.69 | 98.86 | 19 | 98.97 | 98.75 | 10 | 98.75 | 98.9 | 20 | 98.99 | 98.91 |
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