| | | |
ℓ
1-minimization
| | | |
|---|
| | |
H2-IA
d
| | |
HLA-DRB1*0101
| |
|---|
| |
DPPS
|
11-factor
|
Binary
|
DPPS
|
11-factor
|
Binary
|
|---|
|
Avg. Sn (%)
|
89 (6)
|
86 (2)
|
81 (12)
|
97 (6)
|
97 (25)
|
97 (22)
|
|
Avg. Sp (%)
|
86 (10)
|
54 (9)
|
82 (10)
|
29 (10)
|
8 (22)
|
9 (21)
|
|
Avg. Acc. (%)
|
88 (4)
|
70 (7)
|
82 (8)
|
85 (8)
|
82 (12)
|
82 (15)
|
|
Avg. MCC
|
0.7558
|
0.4418
|
0.6441
|
0.3715
|
0.1
|
0
|
|
Time in secs
|
0.1650
|
0.1368
|
0.1368
|
1.5198
|
1.6831
|
1.9103
|
| | | |
SVM
| | | |
|
Avg. Sn (%)
|
78 (4)
|
81 (1)
|
78 (1)
|
83 (7)
|
97 (23)
|
100 (37)
|
|
Avg. Sp (%)
|
76 (10)
|
76 (2)
|
77 (6)
|
72 (12)
|
31 (20)
|
2 (37)
|
|
Avg. Acc. (%)
|
77 (3)
|
78 (6)
|
77 (8)
|
81 (7)
|
86 (10)
|
83 (19)
|
|
Avg. MCC
|
0.5559
|
0.5804
|
0.5694
|
0.4738
|
0.3951
|
0
|
|
Time in secs
|
0.1039
|
0.1268
|
0.1597
|
0.1770
|
0.2045
|
0.1928
|
- Numbers in parenthesis indicate standard deviation.
