When applying cross-validation to the GTEx data, we create test and training sets by randomly selecting half the genes, rather than half the rows (gene-SNP pairs). Specifically, we use genes on even-numbered chromosomes as the training set, and genes on odd-numbered chromosomes as the test set. This ensures that rows in the test set were independent of rows in the training set.
