Table 1. Comparison of training results of different algorithms (dataset 360 (60 × 6)).
| Accuracy/% | Convergence steps | Training time/s | |
|---|---|---|---|
| CNN | 65.00 | 200 | 896.0 |
| NN | 78.00 | 220 | 30.8 |
| DBN | 61.60 | 200 | 30.0 |
| Ours | 66.33 | 170 | 943.5 |
| Accuracy/% | Convergence steps | Training time/s | |
|---|---|---|---|
| CNN | 65.00 | 200 | 896.0 |
| NN | 78.00 | 220 | 30.8 |
| DBN | 61.60 | 200 | 30.0 |
| Ours | 66.33 | 170 | 943.5 |