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Table 3 Results of SVM models based on AAC, DC and hybrid (AAC+DC) features at three different redundancy percentages using the linear kernel (t = 0).

From: A Support Vector Machine based method to distinguish proteobacterial proteins from eukaryotic plant proteins

Redundancy(percentage)

Amino acid composition (AAC)

Dipeptide composition (DC)

Hybrid (AAC+DC)

 

Accuracy (%)

MCC

Accuracy (%)

MCC

Accuracy (%)

MCC

30

87.87

0.75

90.74

0.81

89.10

0.78

50

87.45

0.74

90.87

0.81

91.81

0.83

90

87.45

0.74

90.87

0.81

89.33

0.78