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. 2021 Mar 25;17(3):e1008814. doi: 10.1371/journal.pcbi.1008814

Table 1. Mean AUROC scores for the Dash data using leave-one-subject-out cross-validation.

TCRGP models and TCRdist models were trained using either only CDR3s or all CDRs from TCRαβ, TCRβ, or TCRα.

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