Research Article
Medical Text Classification Using Hybrid Deep Learning Models with Multihead Attention
Table 9
Analysis of results with different BiGRU layers.
| Layers | Dataset | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
| 1 | Hallmarks | 67.81 | 59.16 | 57.19 | 58.15 | AIM | 91.11 | 83.35 | 83.26 | 83.30 |
| 2 | Hallmarks | 72.11 | 71.87 | 72.75 | 72.30 | AIM | 94.01 | 88.95 | 84.91 | 86.88 |
| 3 | Hallmarks | 71.91 | 69.27 | 65.91 | 67.54 | AIM | 81.16 | 76.18 | 75.37 | 75.77 |
| 4 | Hallmarks | 72.73 | 66.17 | 64.98 | 65.56 | AIM | 69.69 | 54.99 | 57.21 | 56.07 |
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