Parameter selection for the logistic regression model applied to T cell repertoires.

(A) Variation of the logistic regression performance as a function of the total number of sequences. In the absence of regularization, both precision and accuracy reach their maximum for n = 7000 sequences. (B) For the optimal number of sequences found, the precision and specificity are maximized for C = 0.0008.

(TIFF)