Dataset
Method
Reference
Accuracy (%)
All-
All-
Overall
FC699
SCPRED
Kurgan et al. (2008b)
-
-
-
-
87.5
Liu and Jia
Liu and Jia(2010)
97.7
88.0
89.1
84.2
89.6
Kong et al.
Kong et al.(2013)
96.2
90.7
96.3
69.5
92.0
Our method
This paper
96.9
89.2
89.4
89.0
90.4
1189
SCPRED
Kurgan et al. (2008b)
89.1
86.7
89.6
53.8
80.6
MODAS
Mizianty et al. (2009)
92.3
87.1
87.9
65.4
83.5
RKS-PPSC
Yang et al. (2010)
89.2
86.7
82.6
65.6
81.3
Zhang et al.
Zhang et al. (2011)
92.4
87.4
82.0
71.0
83.2
Ding et al.
Ding et al. (2012)
93.7
84.0
83.5
66.4
82.0
Kong et al.
Kong et al. (2013)
91.9
84.4
85.3
72.2
83.5
Our method
This paper
91.9
87.8
80.2
79.3
84.4
640
SCPRED
Kurgan et al. (2008b)
90.6
81.8
85.9
66.7
80.8
RKS-PPSC
Yang et al. (2010)
89.1
85.1
88.1
71.4
83.1
Ding et al.
Ding et al. (2012)
94.9
76.6
89.3
74.3
83.4
Kong et al.
Kong et al. (2013)
94.2
80.5
87.6
77.2
84.5
Our method
This paper
92.0
86.4
88.1
74.9
85.0