Table 2.
1D-CNN models for pathogenic bacteria contamination status on mutton based on different activation functions.
| Activation function | Accuracy | ||
|---|---|---|---|
| Training set | Test set | External validation set | |
| Relu | 100.00% | 90.48% | 97.62% |
| Tanh | 100.00% | 92.86% | 97.62% |
| Sigmoid | 94.90% | 85.71% | 95.24% |