Bearing Life Prediction Method Based on Parallel Multichannel Recurrent Convolutional Neural Network

Table 3

Training parameters of the PMCRCNN model.

Hyperparameter	Value
Number of convolution,	16
Number of kernels,	4
Number of neurons,	200
Kernel size,	1 × 8
Pooling size,	8
Weight decay coefficient,
Dropout probability,	0.15
Number of epochs	300