Table 3.
TPP2 AUROC | TPP2 AP | TPP3 AUROC | TPP3 AP | |
---|---|---|---|---|
EPIC-TRACE (our) [] | 0.906 0.000 | 0.691 0.001 | 0.693 0.008 | 0.294 0.007 |
EPIC-TRACE (our) | 0.906 0.000 | 0.698 0.000 | 0.691 0.008 | 0.291 0.005 |
ERGO-II | 0.895 0.002 | 0.659 0.007 | 0.675 0.007 | 0.274 0.004 |
epiTCR | 0.793 0.000 | 0.581 0.000 | 0.515 0.001 | 0.183 0.001 |
TITAN | 0.786 | 0.454 | 0.577 | 0.204 |
ImRex | 0.697 | 0.420 | 0.519 | 0.178 |
EPIC-TRACE, ERGO-II, and epiTCR are evaluated on five 10-fold cross-validation runs, whereas TITAN and ImRex are evaluated on only one of the five cross-validations due to long training time. Reported values are the mean of the five 10-fold cross-validation runs together with the standard error. Values for best performing models are bolded.