Research Article
The Fault Diagnosis of Rolling Bearing Based on Variational Mode Decomposition and Iterative Random Forest
Table 4
Accuracy and time for various models.
| Decomposition method | Classification accuracy | C5.0 | SVM | RF | iRF |
| EMD | 0.8793 | 0.9051 | 0.9482 | 0.9741 | EEMD | 0.9000 | 0.9083 | 0.9500 | 0.9750 | VMD | 0.9596 | 0.9839 | 0.9919 | 1.0000 |
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