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Results of hydraulic pump fault diagnosis.
| Model | KELM | IG-KELM | ||||
|---|---|---|---|---|---|---|
| Training Error |
Test Error |
Test Accuracy |
Training Error |
Test Error |
Test Accuracy |
|
| Normal | 3/30 | 5/30 | 25/30 | 0/30 | 0/30 | 30/30 |
| Slipper loosing | 0/30 | 1/30 | 29/30 | 0/30 | 0/30 | 30/30 |
| Valve plate wear | 1/30 | 3/30 | 27/30 | 0/30 | 2/30 | 28/30 |
| Total | 4/90 | 9/90 | 81/90 | 0/90 | 2/90 | 88/90 |
| Percentage | 4.44% | 10.00% | 90.00% | 100% | 2.22% | 97.78% |
