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1D-CNN models for pathogenic bacteria contamination status on mutton based on different numbers of convolution kernels.
| Number of convolution kernels | Accuracy | ||
|---|---|---|---|
| Training set | Test set | External validation set | |
| (128,64) | 99.66% | 86.90% | 97.62% |
| (128,32) | 99.67% | 88.10% | 95.24% |
| (128,16) | 98.64% | 83.33% | 92.86% |
| (64,32) | 99.66% | 88.10% | 97.62% |
| (64,16) | 100.00% | 90.48% | 97.62% |
| (32,16) | 99.66% | 90.48% | 95.24% |
