Dataset

Method

Reference

Accuracy (%)

Overall

FC699S

Kong et al.

Kong et al.(2013)

98.4

79.3

90.5

Our method

This paper

90.7

96.3

91.7

1189S

SCPRED

Kurgan et al.(2008b)

88.6

63.1

77.9

PKS-PPSC

Yang et al.(2010)

83.8

81.3

82.8

Ding et al.

Ding et al.(2012)

85.9

73.9

80.9

Kong et al.

Kong et al.(2013)

84.7

77.2

81.6

Our method

This paper

81.4

90.5

85.2

640S

SCPRED

Kurgan et al.(2008b)

89.3

77.2

83.3

PKS-PPSC

Yang et al.(2010)

88.1

83.6

85.9

Ding et al.

Ding et al.(2012)

89.3

83.6

86.5

Kong et al.

Kong et al.(2013)

89.8

86.0

87.9

Our method

This paper

88.1

88.9

88.5