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Table 5 Performance analysis of the proposed model with various hidden neurons

From: Accurate prediction of different forecast horizons wind speed using a recursive radial basis function neural network

S. No

Hidden neurons

MSE

MAPE

RMSE

MAE

MRE

1

1

3.5571

20.7127

1.8860

1.6104

0.2071

2

3

0.1279

2.7643

0.3577

0.2240

0.0276

3

5

0.0255

0.6760

0.1597

0.0548

0.0068

4

8

1.0314e-04

0.0819

0.0102

0.0068

8.1939e-04

5

10

0.0077

0.6401

0.0879

0.0534

0.0064

6

12

1.1866e-08

7.1056e-04

1.0893e-04

5.5245e-05

7.1056e-06

7

14

1.0610e-08

3.4082e-04

1.0301e-04

2.7612e-05

3.4082e-06

8

16

0.0089

0.7797

0.0944

0.0650

0.0078

9

20

4.0350e-05

0.0172

0.0064

0.0014

1.7164e-04

10

23

1.3678e-04

0.0377

0.0117

0.0031

3.7663e-04

11

25

1.5602e-09

2.8722e-04

3.9499e-05

2.2331e-05

2.8722e-06

12

28

2.7572e-04

0.0522

0.0166

0.0042

5.2163e-06

13

32

1.5323e-09

2.3008e-04

3.9145e-05

1.8640e-05

2.3008e-06

14

34

6.5638e-09

5.3788e-05

8.1017e-05

4.1820e-05

5.3788e-07

15

36

1.3931e-08

8.8433e-04

1.1803e-04

6.8755e-05

8.8433e-06

16

40

1.9713e-08

9.5805e-04

1.4040e-04

7.7617e-05

9.5805e-06

17

42

3.3233e-04

0.0323

0.0182

0.0026

3.2299e-04

18

44

1.6166e-12

1.0165e-05

1.2715e-06

8.2352e-07

1.0165e-07

19

46

1.9161e-07

8.6964e-04

4.3774e-04

7.0454e-05

8.6964e-06

20

50

0.0012

0.0512

0.0346

0.0041

5.1218e-04