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Performance Results of the Selected Alternative Models Developed with Chiang et al. Dataset
| Fault | Optimal feature subset size | AUC | Accuracy | Detection rate | False negative rate | False alarm rate | Latency (min) |
|---|---|---|---|---|---|---|---|
| 8* | 4 | 99.2 | 95.9 | 95.8 | 4.2 | 3.1 | 63 |
| 17* | 27 | 99.1 | 93.4 | 92.1 | 7.9 | 0.0 | 75 |
Imply that the end-model is selected for online implementation.
