|
SVM
|
Sen
|
Spec
|
Acc
|
MCC
|
Prec
|
F1
|
ΔΔASA
|
|---|
|
1
|
24.18
|
98.31
|
77.85
|
0.3728
|
84.51
|
37.6
| |
|
2
|
24.11
|
98.28
|
77.81
|
0.3712
|
84.27
|
37.5
| |
|
3
|
23.87
|
98.19
|
77.67
|
0.3656
|
83.41
|
37.12
|
66.9Å2
|
|
4
|
24.62
|
98.48
|
78.09
|
0.3828
|
86.04
|
38 28
| |
|
5
|
23.91
|
98.21
|
77.7
|
0.3666
|
83.57
|
37.18
| |
|
6
|
20.75
|
97
|
75.95
|
0.2944
|
72.51
|
32.26
| |
|
7
|
20.53
|
96.92
|
75.83
|
0.2892
|
71.75
|
31.92
| |
|
8
|
20.49
|
96.9
|
75.81
|
0.2883
|
71.61
|
31.87
|
14.5Å2
|
|
9
|
21.02
|
97.1
|
76.1
|
0.3003
|
73.44
|
32.68
| |
|
10**
|
20.42
|
96.87
|
75.77
|
0.2866
|
71.35
|
31.75
| |
|
1***
|
44.58
|
91.52
|
78.56
|
0.4161
|
66.71
|
53.45
| |
|
2
|
43.73
|
93.05
|
79.44
|
0.4367
|
70.59
|
54
| |
|
3
|
43.03
|
94.4
|
80.21
|
0.4571
|
74.54
|
54.56
| |
|
4
|
42.09
|
95.41
|
80.69
|
0.4703
|
77.77
|
54.62
| |
|
5
|
39.76
|
96.91
|
81.14
|
0.4842
|
83.07
|
53.78
| |
|
6
|
6.84
|
99.17
|
73.68
|
0.1726
|
75.88
|
12.55
| |
|
7
|
6.16
|
99.39
|
73.66
|
0.1717
|
79.52
|
11.44
| |
|
8
|
5.57
|
99.53
|
73.59
|
0.168
|
81.93
|
10.41
| |
|
9
|
4.83
|
99.71
|
73.52
|
0.1646
|
86.37
|
9.15
| |
|
10
|
4.28
|
99.82
|
73.45
|
0.1611
|
90.07
|
8.17
| |
- *The subtraction between average ΔASA for positive samples and that for negative samples.
- **The above ten numbers from 1 to 10 stand for the ten-SVMs.
- ***The following ten ones stand for the combined SVMs with thresholds from 1 to 10.
