Figure EV2. Illustration of the effect of normalization with real data.

The normalization of samples to unit L2 norm brings compounds with different potencies closer together and helps separate the classes in the phenotypic space.

1. PCA of the data from 2 different classes with 3 compounds each before normalization (data simply standardized).
2. PCA of the normalized data.