Research Article

[Retracted] Prediction Model of Rotor Yarn Quality Based on CNN-LSTM

Table 2

Main parameters of CNN-LSTM model.

Parameter nameSpecific parameters

Number of convolution layers1 layer
Number of convolution kernels13
Activate functionReLU
Number of pooling layers1 layer
Number of pooled cores12
LSTM neural network layer numberOne
LSTM hidden layer node number16
Output layer parametersFour
Loss functionMean square error function (MSE)
Initial value of learning rate0.01
Training dataOne hundred and eighty
Test data20
Epoch100