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Table 7 The overall accuracies (%) of 5-CV for three feature types and two hybrid feature types with SVM

From: Predicting and analyzing DNA-binding domains using a systematic approach to identifying a set of informative physicochemical and biochemical properties

Dataset

Sen.

Spe.

MCC

PCPs

AAC

PSSM*

PCPs +AAC

PCPs +PSSM

DNAset

S a

88.89

91.20

0.76

88.89

80.30

86.62

81.57

83.59

S r

82.19

90.00

0.53

87.12

  

81.82

86.62

 

DNAaest

S a

82.74

70.08

0.72

76.41

72.46

74.22

74.20

79.88

S r

81.96

69.04

0.51

75.50

73.59

80.27

   
  1. S a : accurate solution, S r : robust solution, Sen.: sensitivity, Spe.: specificity, MCC: Matthew’s correlation coefficient, PCPs: the m informative properties, PSSM*: obtained from [7].
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BMC Bioinformatics

ISSN: 1471-2105

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