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Table 6 Prediction accuracies obtained by SVR with different input vectors

From: Prediction of the burial status of transmembrane residues of helical membrane proteins

Window size

Profile

Conservation index

PSSM (the YU method)

C – 11

11

70.87

73.68

70.08

13

71.16

73.65

69.47

15

71.51

74.16

71.06

17

71.19

74.16

68.23

19

70.91

74.41

61.85

21

70.84

74.19

59.46

C – 2

11

70.55

73.17

69.85

13

70.94

73.26

69.31

15

71.16

74.31

70.52

17

71.64

73.61

67.11

19

70.68

73.90

61.54

21

70.49

74.09

59.31

C – 5

11

70.36

72.37

69.79

13

71.19

72.53

69.12

15

70.91

73.36

70.43

17

71.32

72.72

66.92

19

70.46

73.07

61.60

21

70.59

72.85

59.18

C – 7

11

70.81

72.05

70.17

13

71.03

72.15

69.15

15

71.13

72.94

70.43

17

71.19

72.37

66.89

19

70.43

72.50

61.63

21

70.52

72.08

59.18

  1. 1Regularization constant C was set to 1.