CAPYBARA: A generalizable framework for predicting serological measurements across human cohorts
Fig 5
A global dictionary of influenza variant importance.
(A) Rainbow diagram of feature importance between any pair of variants (connections are bidirectional). (B) Examples of universal HAI titer equations for multiple influenza vaccine strains, using titers from one variant (when possible) or two variants. Each virus name stands for its log2(HAI/5) titer. See S1 File for all relations using ≤5 variants. (C) Measured versus predicted HAI titers for all vaccine strains in each study. Predictions were averaged from all other studies that measured the necessary variants. (D) Example using a small subset of five variants to predict ten other vaccine strains.