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Table 6.
Performance comparison between the proposed CNN and other 1D CNN architectures.
| Method | Sen | Spe | Acc | Computation time |
|---|---|---|---|---|
| (%) | (%) | (%) | (s) | |
| ΔBIC | 60 | 100 | 80 | > 2 × 1010 |
| Vgg16 | 97 | 86 | 86 | 164 |
| AlexNet | 0 | 100 | 50 | 90 |
| ResNet | 44 | 100 | 75 | 170 |
| DenseNet | 44 | 100 | 75 | 180 |
| Proposed | 94 | 97 | 96 | 158 |
Notes. The last column gives the computing time required to process the test data. Data set 1 was used.
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