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Table 4 Performance comparisons among P-CLASSIFIER's, PSORT-B's, and CELLO's methods.

From: Protein subcellular localization prediction for Gram-negative bacteria using amino acid subalphabets and a combination of multiple support vector machines

 

P-CLASSIFIER

CELLO

PSORT-B

Localization

Recall

MCC

Recall

MCC

Recall

MCC

Cytoplasmic

94.6%

0.85

90.7%

0.85

69.4%

0.79

Extracellular

86.0%

0.89

78.9%

0.82

70.0%

0.79

Innermembrane

87.1%

0.92

88.4%

0.92

78.7%

0.85

Outermembrane

93.6%

0.90

94.6%

0.90

90.3%

0.93

Periplasmic

85.9%

0.81

86.9%

0.80

57.6%

0.69

Overall recall

89.8%

-

88.9%

-

74.8%

-