Table 1 Misclassification rate (%) of different methods using dataset 1

21.00 ± 5.31

17.00 ± 7.34

17.14 ± 8.19

9.64 ± 5.01

11.50 ± 6.42

18.43 ± 7.45

18.71 ± 7.45

8.79 ± 5.16

3.86 ± 3.63

3.07 ± 3.03

1.29 ± 1.18

1.00 ± 1.91

1.21 ± 1.16

1.64 ± 1.36

1.36 ± 1.23

1.14 ± 1.03

28.29 ± 7.46

28.86 ± 7.10

30.36 ± 8.23

31.21 ± 8.92

25.28 ± 8.77

29.93 ± 6.44

29.64 ± 9.98

24.05 ± 8.29

10.36 ± 5.10

8.43 ± 5.09

6.50 ± 4.55

4.64 ± 4.75

3.93 ± 4.03

9.29 ± 5.85

6.57 ± 4.47

3.21 ± 3.13

3.86 ± 4.11

4.29 ± 3.75

5.07 ± 4.68

8.21 ± 5.06

6.93 ± 4.47

12.79 ± 5.96

12.36 ± 7.22

4.43 ± 3.50

13.47 ± 5.18

12.33 ± 5.30

12.07 ± 5.51

10.94 ± 5.13

9.77 ± 5.11

14.14 ± 5.57

13.73 ± 6.23

8.32 ± 4.48