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Table 4 The comparison of performance of hybrid model and MEME/MAST model

From: Support Vector Machine-based method for predicting subcellular localization of mycobacterial proteins using evolutionary information and motifs

 

Percent accuracy

E-value

Cytoplasmic

Integral Membrane

Secretory

Membrane -attached

Overall accuracy

Average accuracy

1E-003

94.7 (0.0)

87.8 (0.2)

46.0 (40.0)

65.0 (0.0)

86.5 (2.4)

73.4 (10.1)

1E-002

94.7 (0.0)

87.6 (1.5)

46.0 (40.0)

65.0 (0.0)

86.3 (3.0)

73.4 (10.4)

1E-001

94.7 (0.0)

87.3 (2.7)

46.0 (40.0)

65.0 (0.0)

86.2 (3.6)

73.3 (10.7)

1

93.2 (0.3)

86.6 (8.5)

46.0 (40.0)

65.0 (11.7)

85.3 (7.3)

73.2 (15.1)

10

87.0 (0.9)

85.3 (22.4)

92.0 (100.0)

91.7 (91.7)

86.8 (23.2)

89.0 (53.4)

20

79.1 (0.9)

85.3 (31.6)

92.0 (100.0)

91.7 (100.0)

83.7 (28.1)

87.0 (58.1)

30

75.0 (4.4)

84.3 (39.1)

92.0 (100.0)

91.7 (100.0)

81.6 (33.1)

85.8 (60.9)