Advances, Systems and Applications
Table 4 Accuracy of different relationship measurement methods
From: Bearing fault diagnosis method based on improved Siamese neural network with small sample
Measurement method | Training A | Training B | Training C | Training D |
|---|---|---|---|---|
Euclidean distance | 81.40% | 89.40% | 94.60% | 96.40% |
Cosine distance | 74.80% | 85.80% | 95.00% | 97.20% |
ISNN | 84.10% | 92.30% | 95.00% | 98.10% |