Figure 1.

Supervised vs unsupervised approaches in the identification of gene-gene interactions. The figure depicts the two main perspectives followed by supervised and unsupervised methods in the inference of gene regulatory networks. Both induce the interaction model from genomic data (e.g. microarray experiments) but supervised methods need also a set of prior known interactions.