Table 7. AUC values for the three methods evaluated on MHCPEP-SRDS1 datasets.

Allele	5-spectrum	LA	CTD
HLA-DQ2	0.789(3)	0.852(2)	0.853(1)
HLA-DQ4	0.544(3)	0.854(2)	0.881(1)
HLA-DQ7	0.677(3)	0.799(1)	0.726(2)
HLA-DR1	0.662(3)	0.801(1)	0.744(2)
HLA-DR2	0.694(3)	0.795(1)	0.781(2)
HLA-DR3	0.603(2)	0.678(1)	0.572(3)
HLA-DR4	0.710(3)	0.751(1)	0.723(2)
HLA-DR5	0.691(3)	0.776(2)	0.784(1)
HLA-DR7	0.721(2)	0.702(3)	0.732(1)
HLA-DR8	0.552(3)	0.625(2)	0.694(1)
HLA-DR9	0.620(3)	0.746(1)	0.721(2)
HLA-DR11	0.703(3)	0.912(1)	0.890(2)
HLA-DR13	0.746(3)	0.827(2)	0.837(1)
HLA-DR15	0.711(2)	0.718(1)	0.667(3)
HLA-DR17	0.789(3)	0.806(2)	0.876(1)
HLA-DR51	0.651(2)	0.788(1)	0.603(3)
I-Ab	0.620(3)	0.705(1)	0.680(2)
I-Ad	0.787(3)	0.818(1)	0.804(2)
I-Ag7	0.718(2)	0.778(1)	0.702(3)
I-Ak	0.761(3)	0.800(1)	0.796(2)
I-Ed	0.826(3)	0.903(2)	0.932(1)
I-Ek	0.874(3)	0.913(2)	0.941(1)
Average	0.702(2.77)	0.789(1.45)	0.770(1.77)

For each dataset, the rank of each classifier is shown in parentheses.