Research Article
Study on Support Vector Machine-Based Fault Detection in Tennessee Eastman Process
Table 5
Results of faults detection with one against all classifier.
| Test description | Test data | Acc (%) | FDR (%) |
| 0 versus 1, 2 | IDV1_test data | 98.02 | 99.62 | 0 versus 1, 2 | IDV2_test data | 95.83 | 98.5 | 0 versus 1, 2 | IDV0_test data | 83.44 | ā | 0 versus 1, 2, 4 | IDV1_test data | 96.46 | 99.75 | 0 versus 1, 2, 4 | IDV2_test data | 95 | 98.88 | 0 versus 1, 2, 4 | IDV4_test data | 96.98 | 100 | 0 versus 1, 2, 4 | IDV0_test data | 79.62 | ā |
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