Table 1. Mean AUROC scores for the Dash data using leave-one-subject-out cross-validation.
Method | TCRGP | TCRdist | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
chains | αβ | β | α | αβ | β | α | |||||||
cdrs | 3 | all | 3 | all | 3 | all | 3 | all | 3 | all | 3 | all | |
mean | 0.871 | 0.913 | 0.830 | 0.883 | 0.823 | 0.856 | 0.834 | 0.828 | 0.807 | 0.797 | 0.781 | 0.732 | |
EBV | BMLF1280-288 | 0.876 | 0.906 | 0.818 | 0.877 | 0.862 | 0.877 | 0.875 | 0.830 | 0.816 | 0.774 | 0.821 | 0.778 |
CMV | pp65495-503 | 0.702 | 0.821 | 0.587 | 0.871 | 0.759 | 0.787 | 0.645 | 0.691 | 0.636 | 0.670 | 0.672 | 0.822 |
IAV | M158-66 | 0.781 | 0.833 | 0.782 | 0.834 | 0.769 | 0.768 | 0.769 | 0.768 | 0.774 | 0.729 | 0.716 | 0.686 |
IAV | PB1-F262-70 | 0.847 | 0.937 | 0.822 | 0.803 | 0.753 | 0.801 | 0.820 | 0.862 | 0.802 | 0.753 | 0.729 | 0.636 |
IAV | NP366-374 | 0.906 | 0.928 | 0.897 | 0.907 | 0.821 | 0.847 | 0.874 | 0.818 | 0.841 | 0.788 | 0.781 | 0.709 |
IAV | PA224-233 | 0.952 | 0.975 | 0.939 | 0.961 | 0.882 | 0.930 | 0.914 | 0.914 | 0.887 | 0.862 | 0.869 | 0.777 |
IAV | PB1703-711 | 0.929 | 0.953 | 0.913 | 0.919 | 0.862 | 0.929 | 0.913 | 0.819 | 0.901 | 0.844 | 0.849 | 0.711 |
mCMV | m139419-426 | 0.877 | 0.888 | 0.721 | 0.806 | 0.844 | 0.821 | 0.773 | 0.785 | 0.656 | 0.779 | 0.769 | 0.683 |
mCMV | M38316-323 | 0.926 | 0.922 | 0.917 | 0.924 | 0.868 | 0.902 | 0.921 | 0.918 | 0.920 | 0.914 | 0.844 | 0.789 |
mCMV | M45985-993 | 0.920 | 0.962 | 0.891 | 0.923 | 0.851 | 0.916 | 0.876 | 0.879 | 0.846 | 0.838 | 0.796 | 0.772 |