Research Article
A Novel Cuckoo Search Optimized Deep Auto-Encoder Network-Based Fault Diagnosis Method for Rolling Bearing
Table 5
Diagnosis results of five different methods.
| Method | Average test accuracy (%) | Standard deviation |
| SVM | 52.14 (73/140) | 0.1588 | SAE | 70.71 (99/140) | 0.0714 | SSAE | 96.43 (135/140) | 0.0232 | SCAE | 95 (133/140) | 0.0357 | DCSAE | 98.57 (138/140) | 0.0132 |
|
|