Table 3 Evaluation of diagnostic model.
From: Multi-fault diagnosis and damage assessment of rolling bearings based on IDBO-VMD and CNN-BiLSTM
Algorithm | AA | MP | MR | MF |
|---|---|---|---|---|
VMD-CNN-BiLSTM | 0.9518 | 0.9527 | 0.9518 | 0.9526 |
VMD-CNN-LSTM | 0.8444 | 0.86491 | 0.8444 | 0.85455 |
CNN-BiLSTM | 0.7518 | 0.7648 | 0.7518 | 0.7583 |
CNN-LSTM | 0.7185 | 0.7217 | 0.7185 | 0.7201 |
