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The effectiveness of CNN model testing by using Xception with Nadam and Mish.
| Models | Optimizers | Classes | Images Numbers | True Prediction Numbers | False Prediction Numbers | Effectiveness % |
|---|---|---|---|---|---|---|
| Xception (Traditional method) | SGD | Uninfected | 315 | 304 | 11 | 96.51% |
| Infected | 385 | 364 | 11 | 97.15% | ||
| Overall | 700 | 564 | 22 | 96.85% | ||
| Xception with Mish | Nadam | Uninfected | 315 | 311 | 4 | 98.74% |
| Infected | 385 | 381 | 4 | 98.97% | ||
| Overall | 700 | 692 | 8 | 98.86% |
