Table 5 Hyperparameter configuration of the network.

From: A hybrid approach combining deep learning and signal processing for bearing fault diagnosis under imbalanced samples and multiple operating conditions

Hyperparameter

Configuration

Number of hidden nodes

16.32.64.128

Learning hidden nodes

240

Epoch

100

Batch size

64

Loss function

CrossEntropyloss

Optimizer

Adam

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