Research Article
Optimal Statistical Feature Subset Selection for Bearing Fault Detection and Severity Estimation
Table 14
Classifier performance in terms of train accuracy and test accuracy values for Exp. 5.
| Classifier | Train accuracy | Test accuracy | T30 | T30 | T30 | T30 |
| PART | 98.01 | 98.15 | 95.68 | 95.71 | PART + multiboost | 100 | 100 | 98.68 | 99.12 | PART + bagging | 99.36 | 99.39 | 97.5 | 97.56 | JRIP | 93.92 | 94.61 | 93.77 | 94.21 | JRIP + multiboost | 98.78 | 98.98 | 96.32 | 96.59 | JRIP + bagging | 97.73 | 97.79 | 96.08 | 96.35 |
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