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Table 3 Prediction results of combined SVMs

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

SVM

Sen

Spec

Acc

MCC

Prec

F1

Individual*

24.62

98.48

78.09

0.3828

86.04

38.28

3-combined**

31.39

96.74

76.6

0.4009

81.12

45.27

10-combined

39.76

96.91

81.14

0.4842

83.07

53.78

  1. *The best SVM among the ten individual SVMs.
  2. **Average performance when combining three-SVMs selected from the ten-SVMs.