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Table 3 The performance of SVM models on main dataset using using SRT, DPT and TPT (See Additional file 1 Table S1-6 for detail)

From: Prediction of GTP interacting residues, dipeptides and tripeptides in a protein from its evolutionary information

Types of patterns

Method

Sensitivity (Recall)

Specificity

Accuracy

Precision

MCC

F1 Score

SRT

Single Sequence

57.19

78.77

67.98

0.73

0.37

0.64

 

PSSM profile

73.23

81.12

77.17

0.80

0.55

0.76

DPT

Single Sequence

60.31

86.25

73.28

0.81

0.48

0.69

 

PSSM profile

73.61

89.14

81.37

0.87

0.64

0.80

TPT

Single Sequence

62.50

89.06

75.78

0.85

0.53

0.72

 

PSSM profile

73.44

94.53

83.98

0.93

0.70

0.82

  1. Where SRT: Single Residue based Technique
  2. DPT: Dipeptide based Technique
  3. TPT: Tripeptide based Technique