Table 4 Hyperparameter settings of the ANN models.

From: Optimizing drawing frame variables to enhance polyester spun yarn quality using soft computing techniques

Parameter

Value

Number of neurons in input layer

4

Number of neurons in hidden layer

7

Number of neurons in output layer

1

Activation function of hidden layer

Tan-sigmoid

Activation function of output layer

Pure linear

Learning rate

0.10

Momentum value

0.70

Learning function

Levenberg-Marquardt

Number of training cycles (epochs)

1000

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