Research Article
Fault Detection and Diagnosis in Process Data Using Support Vector Machines
Table 3
TE process: fault detection rate for testing data.
| | Fault | SVM | SVM-RFE | PCA-SVM |
| | Fault 1 | 99 | 99 | 99 | | Fault 4 | 98 | 99 | 99 | | Fault 5 | 99 | 100 | 99 | | Fault 7 | 100 | 100 | 100 | | Fault 11 | 75 | 79 | 73 | | 5 Faults | 95 | 96 | 94 |
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