Research Article
Bearing Fault Diagnosis Using a Novel Classifier Ensemble Based on Lifting Wavelet Packet Transforms and Sample Entropy
Table 4
Averaged confusion matrix of 100 tests for BP neural network (%).
| True condition | Assigned condition (%) | C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 | C10 |
| C1 | 100.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C2 | 0 | 99.95 | 0 | 0.05 | 0 | 0 | 0 | 0 | 0 | 0 | C3 | 0 | 0 | 100.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | C4 | 0 | 0 | 0 | 100.0 | 0 | 0 | 0 | 0 | 0 | 0 | C5 | 0 | 0 | 0 | 0 | 99.95 | 0 | 0 | 0 | 0.05 | 0 | C6 | 0 | 0 | 0 | 0 | 0 | 100.0 | 0 | 0 | 0 | 0 | C7 | 0 | 0 | 0 | 0 | 0 | 0 | 100.0 | 0 | 0 | 0 | C8 | 0 | 0 | 0 | 64.75 | 0 | 0 | 0 | 34.95 | 0.3 | 0 | C9 | 0.05 | 0 | 0.85 | 1.25 | 0 | 0.05 | 1.85 | 0.2 | 95.75 | 0 | C10 | 0 | 0.1 | 0.1 | 58.4 | 0.05 | 0 | 0 | 0 | 0.55 | 40.8 |
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