Table 6.
Model classification results of different modeling methods on the data set.
| Methods | Model | Accuracy of train set | Accuracy of test set | Time |
| Non | CNN | 99.2% | 74.8% | 45 min |
| Transfer learning | CNN-1 | 99.4% | 84.9% | 8 min |
| CNN-2 | 99.7% | 95.3% | 20 min |
Model classification results of different modeling methods on the data set.
| Methods | Model | Accuracy of train set | Accuracy of test set | Time |
| Non | CNN | 99.2% | 74.8% | 45 min |
| Transfer learning | CNN-1 | 99.4% | 84.9% | 8 min |
| CNN-2 | 99.7% | 95.3% | 20 min |