r

MAE

(CMS)

NMSE

MSE

(CMS)2

Node

Learning algorithm

Transfer function

Processing elements

Hidden layers

Neural models

No.

0.85

2.68

0.34

12.32

2000

L

L.T.

4

1

MLP

6

0.88

1.89

0.29

10.68

2000

L

S

20

1

MLP

7

0.79

2.47

0.42

15.31

2000

L

S

4

1

GFF

8

0.80

2.19

0.48

17.36

2000

L

S

4

2

MFF

9

0.83

2.49

0.41

14.83

2000

L

S

4

1

RBF

10