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Beni-Suef University Journal of Basic and Applied Sciences

Table 13 The optimum ANN for every output

From: Prediction of the hot asphalt mix properties using deep neural networks

 

Optimum ANN for every output

R-value

Hidden layers

Neurons/layer

Activation function

OAC

3

16

Logistic

0.909

Stability

3

9

Tanh

0.795

Flow

2

15

Logistic

0.528

Density

2

11

Linear

0.653

AV

4

8

Tanh

0.768

VMA

4

7

Tanh

0.657

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