Research Article
A Condition Monitoring Method of Hydraulic Gear Pumps Based on Multilevel Mechanism-Data Fusion
Table 11
Results of different methods.
| Method | Accuracy | Precision | Recall | F1-score |
| Method 1 | 0.8542 | 0.8182 | 0.8571 | 0.8372 | Method 2 | 0.875 | 0.8261 | 0.9048 | 0.8636 | Method 3 | 0.9375 | 1.0 | 0.8571 | 0.9231 | Method 4 | 0.9375 | 1.0 | 0.8571 | 0.9231 | Method 5 | 1.0 | 1.0 | 1.0 | 1.0 | Method 6 | 1.0 | 1.0 | 1.0 | 1.0 | Method 7 | 0.9690 | 0.9940 | 0.9368 | 0.9632 | Method 8 | 0.875 | 0.8571 | 0.8571 | 0.8571 | Method 9 | 0.75 | 0.8 | 0.5714 | 0.6667 | Method 10 | 0.9375 | 1.0 | 0.8571 | 0.9231 |
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