Table 8 The hyperparameters of DA-CNN.
From: Fault diagnosis methods for imbalanced samples of hydraulic pumps based on DA-DCGAN
Parameter | Value |
|---|---|
Sample size | 64 × 64 |
Batch size | 30 |
Epoch | 10 |
Dropout rate | 0.2 |
Activation function | ReLU |
Optimizer | Adam |
Learning rate | 0.001 |
