Research Article
Optimal Statistical Feature Subset Selection for Bearing Fault Detection and Severity Estimation
Table 12
Classifier performance in terms of train accuracy and test accuracy values for Exp. 4.
| | Classifier | Train accuracy | Test accuracy | | T30 | T30 | T30 | T30 |
| | PART | 96.1 | 96.14 | 94.42 | 95.18 | | PART + multiboost | 100 | 100 | 97.92 | 98.56 | | PART + bagging | 97.9 | 97.96 | 97.41 | 97.53 | | JRIP | 91.22 | 91.83 | 90.99 | 91.9 | | JRIP + multiboost | 96.1 | 96.29 | 96.03 | 96.15 | | JRIP + bagging | 95.63 | 95.94 | 95.35 | 95.82 |
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