Output parameters

Thermal resistance

Thermal absorptivity

Air permeability

Moisture vapour transmission rate

Input parameters

Back layer yarn linear density, filament fineness, total yarn linear density, loop length

Number of nodes in input layer

4

4

4

4

Number of hidden layers

1

1

1

1

Number of nodes in hidden layers

7

4

7

7

Transfer function between input and hidden layer

Tan sigmoid (tansig)

Tan sigmoid (tansig)

Tan sigmoid (tansig)

Tan sigmoid (tansig)

Transfer function between hidden and output layer

Linear (purelin)

Linear (purelin)

Linear (purelin)

Linear (purelin)

Training rule

Levenberg–Marquardt algorithm

Levenberg–Marquardt algorithm

Levenberg–Marquardt algorithm

Levenberg–Marquardt algorithm
