Skip to main content

Table 4 Evaluation with and without the use of SOM on ensemble of the ten-SVMs

From: Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information

SOM

Sen

Spec

Acc

MCC

Prec

F1

none

39.76

96.91

81.14

0.4842

83.07

53.78

3 × 3*

32.2

96.82

77.2

0.4105

81.46

46.14

3 × 3

40.73

96.68

81.36

0.487

82.17

54.46

5 × 5

42.47

96.35

81.15

0.4946

82.02

55.95

7 × 7

42.84

96.35

81.39

0.4979

81.96

56.25

  1. *Evaluation by combining three-SVMs.
Back to article page

BMC Bioinformatics

ISSN: 1471-2105

Contact us