Research Article
Ferrography Wear Particles Image Recognition Based on Extreme Learning Machine
Table 1
Average recognition rate.
| Training percentage (%) | Average recognition rate (%) | 70 | 80 | 90 |
| Red oxide | 90.00 | 100 | 100 | Fatigue | 80.77 | 91.25 | 100 | Cutting | 77.78 | 88.33 | 100 | Spherical | 100 | 100 | 100 | Severe sliding | 85.00 | 100 | 100 |
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