Fig. 1.

S4 PGS model development, tuning, testing, and comparison. We first developed the S4 polygenic models (left), then tuned parameters from Biobank data (middle) and evaluated the best of those models in independent Biobanks data (right). We finally compared S4 PGS with other methods using the average performance across 10-fold cross-validation only by UK Biobank (bottom)