Fast computation of genome-metagenome interaction effects

摘要

Dimension reduction strategy. a Original hierarchical tree with an example for 5 variables. b Expanded representation of the tree with all possible weighted groups derived from the original hierarchy. The group in blue gathers the variables contained in the groups in orange and green. c Compressed representation of the tree after construction of the supervariables