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1D-CNN model for pathogenic bacteria species discrimination based on different activation functions.
| Activation function | Accuracy | ||
|---|---|---|---|
| Training set | Test set | External validation set | |
| Relu | 100.00% | 97.62% | 100.00% |
| Tanh | 100.00% | 100.00% | 100.00% |
| Sigmoid | 100.00% | 97.62% | 100.00% |
