Table 7 11-factor and DPPS encoding for HLA-DRB1*0101
11-factor encoding | ||||||||
|---|---|---|---|---|---|---|---|---|
I C 50 cutoff | 100 | 300 | 500 | 1000 | 5000 | 10000 | 15000 | |
Sn Avg (%) | 94.70 | 81.31 | 73.10 | 60.49 | 40.13 | 13.98 | 4.70 | |
SR (ℓ 1) | Sp Avg (%) | 10.70 | 38.79 | 51.11 | 68.25 | 83.50 | 96.72 | 99.23 |
Acc Avg (%) | 59.31 | 57.55 | 59.42 | 66.00 | 76.65 | 87.98 | 91.74 | |
Sn Avg (%) | 80.46 | 79.84 | 76.55 | 73.05 | 55.24 | 37.70 | 20.51 | |
SVM | Sp Avg (%) | 45.39 | 45.22 | 51.70 | 59.53 | 80.45 | 88.48 | 93.20 |
Acc Avg (%) | 65.67 | 65.24 | 62.66 | 64.64 | 76.46 | 83.11 | 87.43 | |
DPPS encoding | ||||||||
Sn Avg (%) | 72.89 | 52.12 | 39.46 | 24.60 | 8.41 | 4.61 | 4.24 | |
SR (ℓ 1) | Sp Avg (%) | 48.24 | 72.52 | 82.56 | 91.84 | 98.13 | 99.33 | 99.59 |
Acc Avg (%) | 62.51 | 63.52 | 66.27 | 72.36 | 83.96 | 89.32 | 92.03 | |
Sn Avg (%) | 70.72 | 68.74 | 56.70 | 72.50 | 59.55 | 56.79 | 55.44 | |
SVM | Sp Avg (%) | 54.62 | 57.37 | 75.38 | 49.70 | 75.77 | 76.90 | 79.59 |
Acc Avg (%) | 63.94 | 62.38 | 68.32 | 56.32 | 73.20 | 74.78 | 77.67 | |