Research Article
Adaptive Morphological Feature Extraction and Support Vector Regressive Classification for Bearing Fault Diagnosis
Table 2
Diagnosis results of processed and raw signals.
| | | Healthy | Inner race fault | Roller fault | Outer race fault | Overall |
| | Processed signal | | | | | | | Accuracy of training | 100% | 100% | 100% | 100% | 100% | | Accuracy of testing | 96.6% | 100% | 100% | 100% | 99.1% | | Raw signal | | | | | | | Accuracy of training | 100% | 100% | 100% | 100% | 100% | | Accuracy of testing | 100% | 100% | 89.65% | 100% | 97.41% |
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