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Table 7 Comparison of independent test between GlycoRBF and other methods.

From: Incorporating significant amino acid pairs to identify O-linked glycosylation sites on transmembrane proteins and non-transmembrane proteins

Methods

GlycoRBF

GPP

NetOglyc3.1

CKSAAP

O-linked glycosylation sites on TM proteins

Sensitivity

50.0%

57.1%

21.4%

28.6%

 

Specificity

70.2%

38.4%

82.1%

74.2%

 

Accuracy

70.0%

38.7%

81.4%

73.6%

 

Balanced Accuracy

60.1%

47.8%

51.7%

51.4%

 

MCC

0.05

-0.01

0.01

0.01

O-linked glycosylation sites on non-TM proteins

Sensitivity

61.4%

54.5%

47.7%

20.5%

 

Specificity

80.4%

44.1%

82.0%

78.2%

 

Accuracy

79.2%

44.8%

79.9%

74.6%

 

Balanced Accuracy

70.9%

49.3%

64.9%

49.4%

 

MCC

0.24

-0.01

0.18

-0.01