Research Article
An Optimized Hybrid Deep Learning Model to Detect COVID-19 Misleading Information
Table 10
The performance of applying DL to dataset 2.
| Models | CV performance | Testing performance | ACC | PRE | REC | F1 | ACC | PRE | REC | F1 |
| The proposed model | 99.83 | 99.1 | 97.47 | 98.04 | 97.7 | 97.5 | 97.53 | 97.7 | CNN | 99.92 | 92.08 | 90.83 | 91.29 | 97.5 | 97.32 | 97.5 | 97.21 | LSTM | 97.12 | 77.57 | 50.87 | 58.53 | 96.84 | 96.5 | 96.84 | 96.45 |
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