Table 6 Classification performance with different mother wavelets.
From: SCBM-Net: a multimodal feature fusion-based dual-channel method for bearing fault diagnosis
Mother wavelet | Accuracy (%) | Precision | Recall | F1-score |
|---|---|---|---|---|
cmor40-1 | 98.50% | 0.9857 | 0.9850 | 0.9850 |
cmor100-1 | 99.33% | 0.9938 | 0.9933 | 0.9951 |
cmor160-1 | 99.00% | 0.9900 | 0.9900 | 0.9900 |
morl | 94.67% | 0.9517 | 0.9467 | 0.9459 |
mexh | 92.67% | 0.9305 | 0.9267 | 0.9271 |
DWT | 50.50% | 0.5165 | 0.5050 | 0.4906 |
