Table 2. Comparison of training results of different algorithms (dataset 14,040 (2,340 × 6)).
| Accuracy/% | Convergence steps | Training time/s | |
|---|---|---|---|
| CNN | 84.20 | 150 | 3,804.0 |
| NN | 85.76 | 180 | 201.6 |
| DBN | 73.94 | 180 | 201.6 |
| Ours | 91.55 | 60 | 3,778.2 |
| Accuracy/% | Convergence steps | Training time/s | |
|---|---|---|---|
| CNN | 84.20 | 150 | 3,804.0 |
| NN | 85.76 | 180 | 201.6 |
| DBN | 73.94 | 180 | 201.6 |
| Ours | 91.55 | 60 | 3,778.2 |