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1D-CNN models for pathogenic bacteria species discrimination based on different numbers of convolution kernels.
| Number of convolution kernels | Accuracy | ||
|---|---|---|---|
| Training set | Test set | External validation set | |
| (128,64) | 100.00% | 100.00% | 100.00% |
| (128,32) | 100.00% | 100.00% | 100.00% |
| (128,16) | 100.00% | 100.00% | 100.00% |
| (64,32) | 100.00% | 100.00% | 100.00% |
| (64,16) | 100.00% | 100.00% | 100.00% |
| (32,16) | 100.00% | 100.00% | 100.00% |
