No.

Total Mean

Squared

Number of

Parameter

K = 10 fold

Squared Error

Correlation Coefficient (Accuracy Rate)

Support Vectors

1

0.01

0.74

16

Cos = 1

Gamma = 0.125

Epsilon = 0.1

0.105

0.002

0

0.001

0

3

0

0.001

0.002

0

0

0

2

0.02

0.83

23

0

0.13

0.001

0.006

0.022

1

0

0.001

0.006

0.007

0.012

1

3

0.01

0.87

22

0.01

0.022

0.001

0.001

0.037

0

0

0.006

0.004

0.005

0.002

4

4

0.01

0.94

21

0

0.001

0.005

0.012

0.001

5

0

0.019

0.004

0.001

0

5

5

0.01

0.91

20

0.01

0.001

0.001

0.001

0.009

4

0

0.037

0.004

0.004

0.007

1

6

0.01

0.87

18

0

0.005

0.022

0.008

0

1

0.01

0.01

0.004

0.038

0.002

0

7

0.02

0.82

23

0.01

0.001

0.006

0.14

0.014

0

0

0.001

0.001

0.006

0.002

1

8

0.01

0.89

20

0

0.005

0

0.006

0.017

1

0

0.013

0.019

0.001

0.008

2

9

0.01

0.92

23

Cos = 1

Gamma = 0.125

Epsilon = 0.1

0

0.006

0.004

0.004

0.013

6

0

0.007

0.005

0.008

0.007

6

10

0.01

0.9

20

0

0

0.001

0.02

0.001

4

0

0.044

0.016

0.001

0.003

2