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Results of bogie fault diagnosis.
| Test Accuracy Rate | False Positive Rate | False Negative Rate | |||||
|---|---|---|---|---|---|---|---|
| Normal | Fault1 | Fault2 | Fault3 | Total | |||
| ELM | 96.20% | 63.33% | 70.00% | 74.00% | 91.48% | 3.80% | 26.36% |
| SaE-ELM | 96.80% | 70.00% | 73.33% | 82.00% | 93.11% | 3.20% | 20.91% |
| WELM | 94.80% | 80.00% | 86.67% | 90.00% | 93.28% | 5.20% | 8.18% |
| WSaE-ELM | 98.40% | 90.00% | 96.66% | 96.00% | 97.70% | 1.60% | 4.55% |
