Table 2 Average results for 10-fold cross-validation with ℓ 1 -minimization and SVM
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 |