Research Article
Analysis of DNA Sequence Classification Using CNN and Hybrid Models
Table 2
Complete architecture specification of proposed CNN model.
| Layer (type) | Output shape | Param # |
| Embedding | (None, 1000, 8) | 128 | Conv1D_1 | (None, 1000, 128) | 3200 | MaxPooling1D_1 | (None, 500, 128) | 0 | Conv1D_2 | (None, 500, 64) | 24640 | MaxPooling_2 | (None, 250, 64) | 0 | Flatten | (None, 16) | 0 | Dense_1 | (None, 128) | 2176 | Dense_2 | (None, 64) | 8256 | Dense_3 | (None, 6) | 390 |
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